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Topics
Crises & Sovereign
- CrisesTwo centuries of crises, five chronologies
- Crisis PatternsWhat macro data does before a crisis
- Early WarningA banking-crisis logit, scored out of sample against the credit-gap benchmark
- R-ZoneCredit and price booms jointly, backtested and live
- SovereignDebt-to-GDP against crisis-onset benchmarks
- Public FinanceUS state and local revenue, spending, and municipal debt
- External DebtWho developing countries owe, and on what terms
- HaircutsCreditor losses in restructurings since 1823
- China LendingWhat borrowers owe China
- External PositionsNIIP and external balance-sheet composition
Banking
- BanksA health score for every FDIC-insured bank
- FragilityUnrealized losses against uninsured funding, per bank
- Failure NowcastFour-quarter failure odds from call-report ratios, walked forward
- Deposit BetasHow deposit rates follow the Fed, three hiking cycles
- Holding CompaniesThe FR Y-9C consolidated layer
- DepositsSummary of Deposits by state, county, branch
- Credit UnionsThree decades of NCUA call reports
- SystemicLRMES, MES, Delta-CoVaR and the absorption ratio, from equity returns
- ConditionsFCI, credit gap, yield curve, stress indices
- Fed Balance SheetWeekly Federal Reserve assets and liabilities from H.4.1
- Central BanksFive major balance sheets, level and % of GDP
- FundingRepo and money-fund volumes from the OFR monitor
- Money FundsMMF assets by category and holdings, from SEC Form N-MFP
- Fund FlowsOpen-end fund subscriptions and redemptions, from SEC Form N-PORT
- AdvisersRegistered investment advisers and reported regulatory assets under management
- OwnershipWho owns the lenders, from the GLEIF legal-entity graph
- EnforcementPublic supervisory actions, Fed and OCC
- BangladeshSystem-level banking soundness, aggregates only
Credit & Markets
- LendingThe HMDA loan-level register
- MortgageApplications, originations and denials from 2007
- UnderwritingApproval odds for an observationally identical application, from a logit on HMDA
- SecuritizationAgency and private-label MBS and ABS outstanding
- FilingsAs-filed XBRL from SEC data sets
- RatesThe Treasury curve and every 2s10s inversion
- FactorsDid the Fama-French factors pay?
- ReturnsReal returns since 1870 in 16 economies
- ValuationCAPE and the ten years that follow it
- ExpectationsSPF consensus paths and forecast revisions
- Corporate CreditThe credit spread record since 1919
- Sector Flow of FundsQuarterly Z.1 sector balance sheets and net lending
- PositioningCFTC futures positioning by trader class
- Institutional HoldingsHow crowded institutional positions are, from SEC Form 13F
- CommoditiesEIA energy prices, fuels, US production and inventories
- DerivativesBIS OTC notionals, CDS, and Triennial FX turnover
- Digital AssetsCME crypto positioning and the BIS CBDC tracker
- ConsumerSeventeen million CFPB complaints, counted
- Consumer CreditG.19 volumes, terms, and bank delinquency rates
- Small BusinessSBA 7(a) and 504 losses by vintage and by lender
- HousingHouse prices around banking crises
World
- ReservesCOFER currency composition since 1999
- Bank ClaimsBIS lending read from the creditor side
- Cross-BorderWho funds a given country
- RemittancesReceipts, corridors, and GDP shares
- InclusionFindex account ownership and its gaps
- PaymentsHow the world pays, and the wholesale rails
- InsurancePremiums, penetration and solvency worldwide
- PensionsFunded pension assets and the DB to DC shift
- FincrimeFATF lists and OFAC aggregates, verbatim
- RankingsEconomies ranked on each country indicator
- CountriesOne canonical page per country
Wealth & distribution
Research
Entities
Directories and profiles for countries, institutions, issuers, lenders, and crisis episodes.
- CrisesTwo centuries of crises, five chronologies
- SovereignDebt-to-GDP against crisis-onset benchmarks
- External DebtWho developing countries owe, and on what terms
- HaircutsCreditor losses in restructurings since 1823
- China LendingWhat borrowers owe China
- External PositionsNIIP and external balance-sheet composition
- BanksA health score for every FDIC-insured bank
- Holding CompaniesThe FR Y-9C consolidated layer
- DepositsSummary of Deposits by state, county, branch
- Credit UnionsThree decades of NCUA call reports
- Central BanksFive major balance sheets, level and % of GDP
- Fund FlowsOpen-end fund subscriptions and redemptions, from SEC Form N-PORT
- OwnershipWho owns the lenders, from the GLEIF legal-entity graph
- LendingThe HMDA loan-level register
- MortgageApplications, originations and denials from 2007
- FilingsAs-filed XBRL from SEC data sets
- ReturnsReal returns since 1870 in 16 economies
- ValuationCAPE and the ten years that follow it
- Bank ClaimsBIS lending read from the creditor side
- Cross-BorderWho funds a given country
- RemittancesReceipts, corridors, and GDP shares
- InclusionFindex account ownership and its gaps
- FincrimeFATF lists and OFAC aggregates, verbatim
- CountriesOne canonical page per country
Datasets
Dataset-backed modules, plus the complete source and licence catalog.
- CrisesTwo centuries of crises, five chronologies
- Crisis PatternsWhat macro data does before a crisis
- Early WarningA banking-crisis logit, scored out of sample against the credit-gap benchmark
- R-ZoneCredit and price booms jointly, backtested and live
- SovereignDebt-to-GDP against crisis-onset benchmarks
- Public FinanceUS state and local revenue, spending, and municipal debt
- External DebtWho developing countries owe, and on what terms
- HaircutsCreditor losses in restructurings since 1823
- China LendingWhat borrowers owe China
- External PositionsNIIP and external balance-sheet composition
- BanksA health score for every FDIC-insured bank
- FragilityUnrealized losses against uninsured funding, per bank
- Failure NowcastFour-quarter failure odds from call-report ratios, walked forward
- Deposit BetasHow deposit rates follow the Fed, three hiking cycles
- Holding CompaniesThe FR Y-9C consolidated layer
- DepositsSummary of Deposits by state, county, branch
- Credit UnionsThree decades of NCUA call reports
- SystemicLRMES, MES, Delta-CoVaR and the absorption ratio, from equity returns
- ConditionsFCI, credit gap, yield curve, stress indices
- Fed Balance SheetWeekly Federal Reserve assets and liabilities from H.4.1
- Central BanksFive major balance sheets, level and % of GDP
- FundingRepo and money-fund volumes from the OFR monitor
- Money FundsMMF assets by category and holdings, from SEC Form N-MFP
- Fund FlowsOpen-end fund subscriptions and redemptions, from SEC Form N-PORT
- AdvisersRegistered investment advisers and reported regulatory assets under management
- OwnershipWho owns the lenders, from the GLEIF legal-entity graph
- EnforcementPublic supervisory actions, Fed and OCC
- BangladeshSystem-level banking soundness, aggregates only
- LendingThe HMDA loan-level register
- MortgageApplications, originations and denials from 2007
- UnderwritingApproval odds for an observationally identical application, from a logit on HMDA
- SecuritizationAgency and private-label MBS and ABS outstanding
- FilingsAs-filed XBRL from SEC data sets
- RatesThe Treasury curve and every 2s10s inversion
- FactorsDid the Fama-French factors pay?
- ReturnsReal returns since 1870 in 16 economies
- ValuationCAPE and the ten years that follow it
- ExpectationsSPF consensus paths and forecast revisions
- Corporate CreditThe credit spread record since 1919
- Sector Flow of FundsQuarterly Z.1 sector balance sheets and net lending
- PositioningCFTC futures positioning by trader class
- Institutional HoldingsHow crowded institutional positions are, from SEC Form 13F
- CommoditiesEIA energy prices, fuels, US production and inventories
- DerivativesBIS OTC notionals, CDS, and Triennial FX turnover
- Digital AssetsCME crypto positioning and the BIS CBDC tracker
- ConsumerSeventeen million CFPB complaints, counted
- Consumer CreditG.19 volumes, terms, and bank delinquency rates
- Small BusinessSBA 7(a) and 504 losses by vintage and by lender
- HousingHouse prices around banking crises
- ReservesCOFER currency composition since 1999
- Bank ClaimsBIS lending read from the creditor side
- Cross-BorderWho funds a given country
- RemittancesReceipts, corridors, and GDP shares
- InclusionFindex account ownership and its gaps
- PaymentsHow the world pays, and the wholesale rails
- InsurancePremiums, penetration and solvency worldwide
- PensionsFunded pension assets and the DB to DC shift
- FincrimeFATF lists and OFAC aggregates, verbatim
- RankingsEconomies ranked on each country indicator
- CountriesOne canonical page per country
- WealthUS net worth by group, generation and race
- InequalityIncome and wealth concentration across countries
- RedistributionWhat taxes and transfers do to inequality
- MobilityWhether positions change across generations
- LibraryCentral-banking text corpora, explored
- DataEvery dataset, its licence, its source