Open data · static vintages

Download the evidence behind Buy Like Buffett.

Research datasets are published as source-event-labeled CSV and JSON vintages at content-addressed static paths. Each verified manifest declares SHA-256 values, source-event dates, row counts and schema. Methodology and normalizer versions are shown when the manifest declares them.

Published · site-local vintage

Buffett Indicator — canonical public-equity market value to GDP

298 rows

Federal Reserve Z.1 public-corporate-equity market value divided by BEA GDP, including ALFRED first-report vintages where available. The scored-universe daily estimate is DISPLAY-class and excluded from these files.

Source date: 2026-03-31
Series: BOGZ1LM883164115Q / GDP
License: CC BY 4.0
Methodology: Full transformation

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Citation and hashes

Buy Like Buffett (2026), “Buffett Indicator — canonical public-equity market value to GDP,” 2026-03-31 vintage; Federal Reserve Z.1 and BEA/FRED/ALFRED; CC BY 4.0.

CSV SHA-256: 22d147e406cc1063653f3627cf90111fc0127a78529e48bfadade4a4ce1de628
JSON SHA-256: b0b3db734a7b461aa660b7299c1ed9e59d50f67439a53830650040c4afb4531b

15published catalog entries

2license-held datasets

2026-12-31catalog source date

License and citation

Published files are licensed CC BY 4.0. Each dataset carries its exact citation text in its manifest. Preserve the source date and any methodology version stated when republishing.

Published

Current operating scores

5,577 rows

Latest full-universe operating scores and sub-scores, including honest abstentions.

Source date: 2026-07-26
Methodology: moat-index@1.1.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: moat-xbrl-normalizer@1.1.0
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Current operating scores, 2026-07-26, methodology moat-index@1.1.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: asOfFiscalYear, capturedAt, cik, composite, entityName, insufficientData, methodologyVersion, missing, normalizerVersion, note, ownerEarnings, sector, sicCode, subScores, ticker, tier

CSV SHA-256: c92d0b8fb08a7ecdafb9d66e45034419e0c63861d2c70493ed02d68391a36208
JSON SHA-256: 23632b1310d327186af4c8fd0e7dd4d2b4a6a507dde14b0f530b7d03853d00c4
Vintage: sha256:83b73c80dd4e2cd44c6152cf08b7ab54dd4fb2d36a2a5a9af4d86d2114611825

Published

Operating score history

80,540 rows

Append-only, version-labeled operating score captures.

Source date: 2026-07-26
Methodology: moat-index@1.1.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: moat-xbrl-normalizer@1.1.0
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Operating score history, 2026-07-26, methodology moat-index@1.1.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: asOfFiscalYear, capturedAt, cik, composite, entityName, insufficientData, methodologyVersion, missing, normalizerVersion, note, ownerEarnings, sector, sicCode, subScores, ticker, tier

CSV SHA-256: c61937145d414a139ac5d50f566f58ae977ce2438647fe05099bccc32adc0d8c
JSON SHA-256: 72ffa1fa9bb6bc28f3a19334928416a1ab5063fdc1a6bcfd3b630f91554945e2
Vintage: sha256:b185a0445beca7af472d366014fba86c8bc6d3e364b442732492615a6257d3e4

Published

Normalized annual fundamentals

52,476 rows

SEC-primary annual fundamentals, flattened to one issuer/fiscal-year row.

Source date: 2026-07-26
Methodology: moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: moat-xbrl-normalizer@1.1.0
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Normalized annual fundamentals, 2026-07-26, methodology moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: capex, cashAndEquivalents, cik, costOfRevenue, coverageEbit, coverageEbitSource, depreciationAmortization, dilutedEps, dilutedEpsSource, dilutedEpsSplitAdjusted, dilutedEpsSplitSafe, entityName, fiscalYear, grossProfit, incomeTaxExpense, interestExpense, methodologyVersion, netIncome, normalizerVersion, operatingCashFlow, operatingIncome, periodEnd, pretaxIncome, revenue, sharesOutstanding, sourceAsOf, sources, stockholdersEquity, ticker, totalAssets, totalDebt, updatedAt

CSV SHA-256: e6765bad3919e9d0f39b01eb3199c246377c91b8a619febfd17c009209b44f4d
JSON SHA-256: c2c4ed4595e98be555a53b31f2d97c1bd4433980d579f69dc39e683e364d7b58
Vintage: sha256:270f786543816b163ad73578ee2a10320e30c359d435b63ab8c4b64d07a06dbe

Published

Computed fundamental metrics

101,075 rows

SEC-derived ratios; fields marked display-only are automatically excluded by license class.

Source date: 2026-12-31
Methodology: moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Computed fundamental metrics, 2026-12-31, methodology moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: accessions, cik, entityName, fiscalYear, formula, key, licenseClass, methodologyVersion, reason, sourceAsOf, ticker, value

CSV SHA-256: b07ab0035f155b936ecc5cec7e57a0f58a23d2e8d779a1e840cc847410ca6078
JSON SHA-256: f63b91393173021c43107ddb1914c1a77722df2ce294c8b7a61dcbc993bf9e64
Vintage: sha256:83f50d349751458eafbf8d6939cf8463f8b06fbf73d1f2e0aff05e1e2e13b2d3

Published

Operating backtest cohorts

145,333 rows

Point-in-time scores and abstention states with vendor prices and returns excluded.

Source date: 2025-12-31
Methodology: moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2025). Operating backtest cohorts, 2025-12-31, methodology moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: asOfDate, asOfFiscalYear, asOfYear, cik, composite, computedAt, entityName, factsUsed, insufficientData, latestFiledUsed, methodologyVersion, missing, note, ownerEarnings, sector, sicCode, stale, subScores, ticker, tier

CSV SHA-256: e31e9eeecd5f3f8a33114c9ddc304d9287120baea89634d04d13621cd7bbbd78
JSON SHA-256: 277851cb0d0e58321148e553284d87cc5aeb7bd26fb76bf8db4a2340e71ff234
Vintage: sha256:d7f986ddec54756d299689548c3b041053df3d800cf914eff4180fd7dd69e053

Published

Financial-model score history

9,749 rows

Financial-sector scores, evidence boundaries, and abstention causes.

Source date: 2026-07-26
Methodology: moat-index-financials@0.1.0, moat-index-financials@1.0.0
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Financial-model score history, 2026-07-26, methodology moat-index-financials@0.1.0, moat-index-financials@1.0.0. https://buylikebuffett.com/data

Columns: asOfFiscalYear, capturedAt, cik, components, composite, dataAvailabilityBoundary, entityName, evidence, insufficientData, kind, methodologyVersion, missing, normalizerVersion, note, scored, sector, sicCode, ticker, tier

CSV SHA-256: f200ba5e67c7f37a48c6ca69f790a1b2a14b504278349346db49062afd420fbc
JSON SHA-256: 6ebb982f99e5bc7249074ec727ecba712ccb8c7ea86ca4c884ef428eb5c8e238
Vintage: sha256:7d6fb1e1fe9b15700e3cc7c6fc7c1904d00ae9be2e9676c429a3daf6fc8a8260

Published

Berkshire 13F filing history

963 rows

SEC-filed holdings preserved by accession, including amendments.

Source date: 2026-07-31
Methodology: Not stated in manifest
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Berkshire 13F filing history, 2026-07-31, methodology not applicable. https://buylikebuffett.com/data

Columns: accessionNumber, amendmentType, cik, filedAt, filerName, formType, holdings, holdingsCount, ingestedAt, periodOfReport, totalValueUsd

CSV SHA-256: 0e9f1831d62e38be31a210040beba417e83395b1c0c1b2933c002a75baaabe58
JSON SHA-256: 22db07164380e294f32345969e3931eec065147248ab6f27dc098967290845cb
Vintage: sha256:6b60f7e773a3f27759939af8c2446f96f3e068fa9dc7620451b1385018073ae9

Published

SEC 13F identifiers

3,226 rows

CUSIP/CINS identifiers exactly as filed; third-party ticker mappings excluded.

Source date: 2026-08-02
Methodology: Not stated in manifest
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). SEC 13F identifiers, 2026-08-02, methodology not applicable. https://buylikebuffett.com/data

Columns: classLabel, companyCik, companyIdentitySource, cusip, cusipSource, provenance, resolutionStatus, sourceAsOf

CSV SHA-256: f0238e91ddaa2c2c8fb368fe4e109e2863cb306f1be98d2b1fd97a1b0208b2cf
JSON SHA-256: d01e0bdc0576e7978a80bb4c98c6eaa8e915e877b6c92152eda3f2f111fd04b3
Vintage: sha256:4dd6c4a23cfc8eea6f0fa464e45c2719e31ee8020f0174c52ea6b9ee88afeb20

Published

Paper-fund constitutions

2 rows

Append-only constitutions for both books with raw entry closes excluded.

Source date: 2026-07-23
Methodology: moat-index@2.0.0, moat-index@3.0.0
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Paper-fund constitutions, 2026-07-23, methodology moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: createdAt, effectiveDate, fundId, memberCount, members, methodologyVersion, note, ruleId, ruleLabel, selectionMembersSha256, selectionSnapshotId, selectionSource, sequence

CSV SHA-256: a0b36943af59f6030c530f96488e130bfe61f44f73ca95dea8823e1fc681c233
JSON SHA-256: fcbb62d758f030a7e36a307d2ef4fc0bc8db40c15a73b6f8242460899032dfc2
Vintage: sha256:b2fc3d50d541e16b0f13c827565e35115750c0295835a880361f13d46bb70741

Published

Paper-fund lifecycle events

2 rows

Append-only constitution and closure events.

Source date: 2026-07-23
Methodology: moat-index@2.0.0, moat-index@3.0.0
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Paper-fund lifecycle events, 2026-07-23, methodology moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: constitutionCount, constitutionSha256, effectiveDate, eventId, eventType, fundId, markCount, markRecordCount, marksSha256, memberCount, membersSha256, methodologyVersion, note, occurredAt, relatedFundId

CSV SHA-256: a3aeee57d757253b081f9fd6eeeacf8f816b35f93c6fde933d287bca6198b6f4
JSON SHA-256: b95d37e08cbcb702aff9d39082e9cf2b7a402d5de889e33971d953f465e2d386
Vintage: sha256:6c787f6ac41c690efdca0bc30110e1f0a72dd6bcd51153c2bbd8c9ad4dff3fef

Published

Owner-earnings floors

80,540 rows

SEC-derived owner-earnings floor estimates; price and per-share comparisons excluded.

Source date: 2026-07-26
Methodology: moat-index@1.1.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: moat-xbrl-normalizer@1.1.0
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Owner-earnings floors, 2026-07-26, methodology moat-index@1.1.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: capturedAt, cik, entityName, methodologyVersion, normalizerVersion, ownerEarnings, ticker

CSV SHA-256: 66c6318aad0efb9cd18c38531139aa4d5be6792e7a79c3e1b5bcaa1160e57b57
JSON SHA-256: 021444898fc04336138276c4520c21b2eb23c2811f4a5c0af77e851efde94753
Vintage: sha256:e10629cc899a2dd9946c414097b5219c59d1c1e4e3d4ab892aa6a286c11b067e

Published

Score movers

11 rows

Version-consistent score and tier transition events.

Source date: 2026-07-25
Methodology: moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Score movers, 2026-07-25, methodology moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: cik, composite, compositeDelta, entityName, methodologyVersion, normalizerVersion, occurredAt, previousCapturedAt, previousComposite, previousTier, ticker, tier, tierChanged

CSV SHA-256: 00f9d4350f4ffcc882df7dde39749a2a17948dbe325961ece9fc82497c29faa0
JSON SHA-256: cfcf7ddfef35f996f53b83564f9eed79d6518f1c624d5c3c77c216e55c36d779
Vintage: sha256:ff00df2478b8c8bd84b2d3174d4187f31c8eb534b0d81aa82d1e554eb2ec00f4

Published

Methodology/version changelog

8 rows

Approved methodology and normalizer version boundaries.

Source date: 2026-07-26
Methodology: moat-index-financials@0.1.0, moat-index-financials@1.0.0, moat-index@1.1.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: moat-xbrl-normalizer@1.1.0
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Methodology/version changelog, 2026-07-26, methodology moat-index-financials@0.1.0, moat-index-financials@1.0.0, moat-index@1.1.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: affectedDatasets, approvalReference, boundaryType, dataAvailabilityBoundaries, effectiveDate, gitSha, methodologyVersion, namespace, normalizerVersion, note

CSV SHA-256: 0bafee68de19b44249bffdc333f5a4cc8650363a14de08baf764e667c88fd714
JSON SHA-256: 617dab259e4cdedcffc8f688dade0ecd9aa379d3cfc6663c56cbbea57336c3ea
Vintage: sha256:6f5c1d727cf6517c7f53a6e8d451ad8ee022d4e9a2b643a8fd6718b7587b59b9

Published

Abstention census

4,680 rows

Company-level abstention causes and SEC filing evidence; vendor exposure fields excluded.

Source date: 2026-07-30
Methodology: moat-index-financials@1.0.0, moat-index@3.0.0
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Abstention census, 2026-07-30, methodology moat-index-financials@1.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: asOfFiscalYear, capturedAt, cause, cik, cluster, filing, latestSecFilingFiled, methodologyVersion, missing, model, name, rootCause, sector, sicCode, ticker

CSV SHA-256: e635e04b659f12c9dd29482ecc012f5c5553406ac13b9b81b422e991f4449348
JSON SHA-256: 8053b8d4f7fb4fef8e185cdf149ca36c534455ddd383e517da0a93d3459633ee
Vintage: sha256:3449e441651332535b83ee3221b33baa3eb206b223aff3d83a0bb54510acd647

Published

Abstention census aggregates

2,629 rows

Exact root-cause and cluster counts reconciled to the company census.

Source date: 2026-07-30
Methodology: moat-index-financials@1.0.0, moat-index@3.0.0
Normalizer: Not stated in manifest
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Abstention census aggregates, 2026-07-30, methodology moat-index-financials@1.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: aggregateType, count, key, rootCause

CSV SHA-256: d060727aa50eca97e4e0613669d88438b6ee0e0f23dd93859a0ac48cbd5b04c2
JSON SHA-256: 9d7deaeeed30d9f6f9efcf8cc534beb07e2399ecd2e7b0ee91037998570dcb67
Vintage: sha256:d2390c09ef5b5dd721d567c02a5dcf02e40ae35c282131747b829de50e13533a

License-held datasets

These catalog entries are visible because exclusion is itself part of the publication record. No file is offered until the named third-party review clears it.

Paper-fund marks

withheld: third-party license

FMP aggregate license review has not cleared publication.

Source date: 2026-08-03
License: withheld: third-party license
Citation: not citable — no public dataset
Proposed aggregate schema: fundId, observationDate, asOfDate, coverage, portfolioSinceReconstitution, portfolioSinceInception

MOAT ETF comparison

withheld: third-party license

VanEck source license review has not cleared publication.

Source date: unavailable
License: withheld: third-party license
Citation: not citable — no public dataset
Proposed aggregate schema: sourceAsOf, constituentCount, ratedCount, wideCount, medianOperatingScore

Verify a download

Compare the file’s SHA-256 with the value shown above or in its latest manifest. The verified manifest declares source-event and publication dates, license and attribution for its files, plus methodology and normalizer versions when stated. Blank CSV fields and JSON null values are intentional: abstentions are data, not zeroes.

See API Docs, methodology, Cite Us, and the data-vintage feed.