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2010 Census Redistricting Data Summary Files (P.L. 94-171)2020 Census Block Assignment and Redistricting Files (tract-to-place)American Community Survey (5-Year Estimates)American Community Survey 5-Year Estimates, Benchmark GeographiesBLS Labor Market Area DirectoryBLS Local Area Unemployment StatisticsCensus 2010-2020 Block Relationship FilesHMDA Modified Loan/Application RegisterAll 29 sources →
Docs/Sources/HMDA Modified Loan/Application Register
Data sourcehmda_mlar

HMDA Modified Loan/Application Register

Publicly released, privacy-modified records of individual mortgage applications and originations reported by covered lending institutions.

On this page
CoverageGeographyWhat the public file leaves outWho is required to reportMetrics built on this sourceCitationReferences
Provider
Federal Financial Institutions Examination Council / Consumer Financial Protection Bureau
Dataset
ffiec.cfpb.gov/data-publication/modified-lar
Updates
Annual, and each activity year's file is republished as institutions submit or resubmit
Coverage
Activity years from 2022 through the most recent published year
Geographies
tractcountycbsa
Last checked
2026-06-09

The Home Mortgage Disclosure Act "requires many financial institutions to maintain, report, and publicly disclose loan-level information about mortgages" (CFPB). The Modified Loan/Application Register is the public release of those records. It is a record of applications and lending decisions — who applied, what was asked for, and what the lender did — rather than a survey or an estimate.

Coverage#

Activity years 2022 onward, through the most recent published year. Publication runs roughly a quarter behind the year it describes: the CFPB announced availability of the 2025 data on March 31, 2026, covering approximately 4,768 filers (CFPB). The most recent year available at any moment therefore trails the present.

The modified register is a living file. FFIEC republishes it as institutions submit and resubmit, so figures for a recently published year can move.

Geography#

Records carry a census tract identifier, which is the grain Birdseye displays. County and metropolitan figures are aggregations of the same underlying records. Records without a usable tract identifier cannot be placed and are not counted; these run to a few percent of records in each year.

What the public file leaves out#

The register is deliberately redacted. The FFIEC describes it as "the public-facing set of the Loan Application Register (LAR) data in which 27 fields have been redacted for privacy reasons" (Using MLAR Data). A further six fields are coarsened rather than removed: loan amounts and property values are rounded to the midpoint of the nearest $10,000 interval, ages and debt-to-income ratios are binned, and unit counts above four are reported as ranges. Dates, addresses, loan identifiers and credit scores are absent entirely.

Who is required to report#

HMDA covers institutions above regulatory thresholds, not the whole mortgage market. Since a September 2022 court order vacated a higher figure, an institution reporting closed-end mortgages must have originated at least 25 such loans in each of the two preceding calendar years, alongside other coverage tests (CFPB). Smaller lenders fall outside the requirement, and areas served mainly by them are underrepresented.

Separately, insured banks and credit unions originating fewer than 500 closed-end loans a year qualify for a partial exemption and report a reduced set of fields. Interest rate, combined loan-to-value ratio, debt-to-income ratio and property value are among the fields they may omit; loan amount, income, action taken and occupancy are not (OCC Bulletin 2019-12). The GAO examined the effect and found "3 percent of the new HMDA data were not reported as a result of partial exemptions," with at least 91 percent of data still present in most census tracts (GAO-21-350).

Metrics built on this source#

Loan Origination RateThe share of home-purchase mortgage applications in a tract that resulted in a loan being…Loan Denial RateThe share of home-purchase mortgage applications that lenders denied.Loan application volumeThe number of home-purchase mortgage applications filed on properties in a tract, and its…Loan origination volumeThe number of home-purchase mortgages originated on properties in a tract each year, and its…Investor Purchase ShareThe share of home-purchase mortgages originated on properties the borrower reported as an…Second-Home Purchase ShareThe share of home-purchase mortgages in a tract taken out on a property the borrower will use…Small Income-Property ShareThe share of home-purchase mortgages in a tract taken out on small multi-unit buildings rather…Government-Backed Loan ShareThe share of home-purchase mortgages insured or guaranteed by a federal programme rather than…Cash-Out Refi ShareThe share of all mortgage applications in a tract that were cash-out refinancings.Refi ShareThe share of mortgage applications in a tract that were for refinancing rather than for a home…Average Loan AmountThe average size of home-purchase mortgages originated on properties in a tract.Average Financed Property ValueThe average value of properties securing home-purchase mortgages originated in a tract.Average Borrower IncomeThe average gross annual income lenders relied on when approving recent home-purchase mortgages…Average Mortgage RateThe average interest rate on home-purchase mortgages originated on properties in a tract.Average Loan-to-Value (CLTV)The average combined loan-to-value ratio on home-purchase mortgages originated on properties in…

Citation#

Cite this source

Federal Financial Institutions Examination Council / Consumer Financial Protection Bureau, Home Mortgage Disclosure Act Modified Loan/Application Register, accessed via https://ffiec.cfpb.gov/data-publication/modified-lar

Birdseye figures derived from this source are our own estimates and are not published by the CFPB or the FFIEC. Information created by the CFPB is in the public domain, and the Bureau asks users to "consider appropriate citation to the Bureau as the source" (CFPB legal notices).

References#

  1. 1FFIEC / Consumer Financial Protection Bureauhttps://www.consumerfinance.gov/data-research/hmda/
  2. 2CFPBhttps://www.consumerfinance.gov/about-us/newsroom/2025-hmda-data-on-mortgage-lending-now-available/
  3. 3Using MLAR Datahttps://ffiec.cfpb.gov/documentation/publications/modified-lar/resources/using-mlar-data
  4. 4CFPBhttps://www.consumerfinance.gov/rules-policy/final-rules/hmda-reg-c-judicial-vacatur-of-coverage-threshold-for-closed-end-mortgage-loans/
  5. 5OCC Bulletin 2019-12https://www.occ.gov/news-issuances/bulletins/2019/bulletin-2019-12.html
  6. 6GAO-21-350https://www.gao.gov/products/gao-21-350
  7. 7CFPB legal noticeshttps://www.consumerfinance.gov/privacy/website-privacy-policy/
Regenerated with each data refresh. Last verified 2026-06-09.
On this page
CoverageGeographyWhat the public file leaves outWho is required to reportMetrics built on this sourceCitationReferences
Birdseye Data

Geospatial market analysis built on documented public data. Figures derived from public sources are our own estimates, not official statistics.

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