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

2030-12-31catalog 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

5,809 rows

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

Source date: 2026-10-20
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, 2026-10-20, 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: a07a91e88a422f7f686c99b49f418a3fae2debae569d70d76b0c8c5ae5cec929
JSON SHA-256: 9d2a0211e74b96c11c9e50fdea24777cde141d7980ef7cff09b4ab35ab758914
Vintage: sha256:aed8b5d7d11d79b985023c086e6e40305be82df29ab8afc255601be22745d3c1

Published

Operating score history

164,954 rows

Append-only, version-labeled operating score captures.

Source date: 2026-10-18
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, 2026-10-18, 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: a665afa4dcf22bd8d6e9ae643dd86b70702be61956ac192d814de690992f2660
JSON SHA-256: 7c9e4d0fa08e49c145f7feb5884883899135bdfe5a0730c7e514a86bf3fed534
Vintage: sha256:3f91ab37aa1e281a7982337360806ba2426e6f6e82ccff736aa1afc645b812e4

Published

Normalized annual fundamentals

61,084 rows

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

Source date: 2026-10-18
Methodology: moat-index-financials@1.0.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0
Normalizer: moat-xbrl-normalizer@1.1.0, moat-xbrl-normalizer@1.2.5
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Normalized annual fundamentals, 2026-10-18, methodology moat-index-financials@1.0.0, moat-index@1.2.0, moat-index@2.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: acceptedAccession, acceptedAt, accountsPayable, capex, capitalizedContractCostNet, cashAndEquivalents, changeAccountsPayable, changeInventory, changeReceivables, cik, claimsIncurred, commonStockholdersEquity, costOfRevenue, coverageEbit, coverageEbitSource, currentAssets, currentDebt, currentLiabilities, deferredTaxAssetsNet, depreciationAmortization, dilutedEps, dilutedEpsSource, dilutedEpsSplitAdjusted, dilutedEpsSplitSafe, dividendsPaid, enterpriseMinorityInterest, enterprisePreferredEquity, enterpriseValueEvidence, entityName, exchangeRateEffect, filedAt, filedGoodwill, filedIntangibleAssets, fiscalYear, goodwill, grossLoans, grossProfit, incomeTaxExpense, inputAccessions, inputEvidence, intangiblesExGoodwill, interestExpense, inventory, loanLossAllowance, methodologyVersion, netCashFinancing, netCashInvesting, netChangeCash, netIncome, netInterestIncome, noncurrentAssets, noncurrentLiabilities, normalizerVersion, operatingCapitalRules, operatingCashFlow, operatingIncome, operatingLeaseRightOfUseAsset, otherAssetsNoncurrent, parentStockholdersEquity, periodEnd, preferredEquity, premiumsEarned, pretaxIncome, propertyPlantEquipment, q3BalanceSheetAccession, q3BalanceSheetEvidence, receivables, researchAndDevelopmentExpense, retainedEarnings, revenue, sgaExpense, shareBasedCompensation, shareIssuanceProceeds, shareRepurchases, sharesOutstanding, sharesOutstandingSource, sourceAsOf, sourceFilings, sources, splitAdjustedSharesOutstanding, stockholdersEquity, ticker, totalAssets, totalDebt, totalEquityIncludingNci, totalLiabilities, tradeReceivables, updatedAt

CSV SHA-256: 102f567a2b20795f7fe92e5c9ef6b18b12f9aaa550c381889cef5a2bb9608545
JSON SHA-256: 3b5ae71ab1729d4a8f81fcc585d6767f43cfdf67b20a42873a17b348027a5a24
Vintage: sha256:fc5086aecc1569c0b96b2a15b47c69e0d5fd102649f79b541141a0b917fccac2

Published

Computed fundamental metrics

116,925 rows

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

Source date: 2030-12-31
Methodology: moat-index-financials@1.0.0, 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 (2030). Computed fundamental metrics, 2030-12-31, methodology moat-index-financials@1.0.0, 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, label, licenseClass, methodologyVersion, metricSuiteVersion, reason, sourceAsOf, ticker, value

CSV SHA-256: b29b207d53e92f5639514b6d5cd2a928212f043c01da91ffbc979173477a5bac
JSON SHA-256: 41d697b3d92e165bfd0eb92aec5e4a5bf92530da07db96db376ce10736c31a47
Vintage: sha256:8a92ec105b5e3ac64f744af768eac3949c0ce5d045d51f5da08530f9d45e0020

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

10,446 rows

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

Source date: 2026-08-03
Methodology: moat-index-financials@0.1.0, moat-index-financials@1.0.0
Normalizer: moat-xbrl-normalizer@1.2.5
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Financial-model score history, 2026-08-03, 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: 1fe37f737d68cc4afa9fe27de04d8b586b52f03a80596b7a0d6d720fbdd85ead
JSON SHA-256: 3cf49eaeb6d6a472b268d543e274caadc6bd9932dc9fb80d255d7112c0b65419
Vintage: sha256:bbddc2ae54549dae12ab92411131d542b05d049ff0f1edf817d505db7fec9e9a

Published

Berkshire 13F filing history

981 rows

SEC-filed holdings preserved by accession, including amendments.

Source date: 2026-08-24
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, 2026-08-24, methodology not applicable. https://buylikebuffett.com/data

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

CSV SHA-256: 87565f3d2cbd9862930b933892e19e805d0443754cc5929552ae904a26e55df4
JSON SHA-256: 307f9899b16bcc0b3c0231abce2d29a524a37ac4fab24b0b05c73065e1720e36
Vintage: sha256:b6fd2ff6b1184f048a24a71b03dd0f3d32ba2326bc324f99cf5851c214ee9eac

Published

SEC 13F identifiers

3,296 rows

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

Source date: 2026-09-04
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, 2026-09-04, methodology not applicable. https://buylikebuffett.com/data

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

CSV SHA-256: 13375329731f259d64d0560701bb94d959aa07216b850572c03b842f32c6d297
JSON SHA-256: 9631211676efdd51267508444074521b78dda030e5208a672082752fcd2c4105
Vintage: sha256:492c1ab37f056e84e43dfbb578eae9a506e3fef5903ed1ed89f13e417d686402

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

164,954 rows

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

Source date: 2026-10-18
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, 2026-10-18, 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: ddcff5576c9184083f7860a7041f0272564526cc426183e5908be2197c062626
JSON SHA-256: d6d77044995c7b5d394229a014fc5cd2ff49304ebf7387e1a5be8e973808460e
Vintage: sha256:829fc49106f1ff2f2eeed1d973d1c7c729197c90be71be1c5247811b2d49f77e

Published

Score movers

193 rows

Version-consistent score and tier transition events.

Source date: 2026-10-17
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). Score movers, 2026-10-17, 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: a57bca56654cd9f671413583ccdbbf49ace2f844de8b8ef6c1735dff6d52d6c1
JSON SHA-256: 79078d8e6a7cf1173cd30f47ffee08e1421c7a94afeda15da830a4ce9d168791
Vintage: sha256:93206d590f9e46722b98e008b252641dde01e34a281aea65b775074d735e0e3b

Published

Methodology/version changelog

10 rows

Approved methodology and normalizer version boundaries.

Source date: 2026-08-21
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, moat-xbrl-normalizer@1.2.5
License: CC BY 4.0

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Schema, citation and hashes

Buy Like Buffett (2026). Methodology/version changelog, 2026-08-21, 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: 043b8737861624b33bd942ee89b5c719688301f1058b1b8521ff08306d09c40e
JSON SHA-256: 31c27f9621819cc8b78f611e02bd7ea8b6c506568faf7f34d1c4a557090f01ff
Vintage: sha256:d66b210e3aff7e419d76ce7d9853d7ecf9c3d2bfe6d1833c5ca4686a5240e2b7

Published

Abstention census

4,908 rows

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

Source date: 2026-10-09
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, 2026-10-09, 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: 95802fe52dcd8fe212ed8ddfd23b03b1ab896266f7a2f2703bf4458ea7c28a84
JSON SHA-256: ade909a4a15a3b5a9a1f2db4f8b5b118586bd8a6e4ffe498c70a4514c4df2e72
Vintage: sha256:848beb5eb499eab4f9d967e92537ed338108492badd3b4bc03c3c2447cd48014

Published

Abstention census aggregates

2,695 rows

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

Source date: 2026-10-09
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, 2026-10-09, methodology moat-index-financials@1.0.0, moat-index@3.0.0. https://buylikebuffett.com/data

Columns: aggregateType, count, key, rootCause

CSV SHA-256: 268478a4855c5206d0f9a58fd62a95070ee2ada924eaa53c62446b83bb4d40a8
JSON SHA-256: c9c9673fbf886d713fbdf8e74a409e7d943f7c540a8f2004035d247b42193544
Vintage: sha256:5ea566bc1a72559ff844a4fb6e3f04f9a643cf67c0de9b8fe23bd73f8d13aa3c

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: 2026-10-19
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.