Fair Lending Screen: One Lender vs Market
Benchmark a single mortgage lender by LEI against every filer in its market and the nation: denial disparity index, z-test, market rank and peer count.
HMDA Fair Lending Disparity Analysis — Denial & Pricingmalonestar/hmda-fair-lending-disparity-rollup
Institution name
Lender LEI
Geography ID
Year
+9 fieldsTextNumberBooleanListObject
Input
States:CO
Lender LEIs (lender mode):549300AG64NHILB7ZP05
Peer benchmark (market baseline):true
Include national baseline:true
HMDA data years:2023
Group by:race
Reference group:White
Minimum sample size for a finding:30
Significance level (alpha):0.05
Denial-rate denominator:narrow
Denial-reason mix:true
Higher-priced lending (pricing disparity):true
CRA / LMI tract context:true
Emit per-census-tract rows:false
Engine:auto
Max result rows:50
Output fields
Institution name
Lender LEI
Geography ID
Year
Group
Denial rate %
Market denial rate %
Lender vs market (pp)
Lender vs market index
Disparity index
Market disparity index
Market rank by volume
Peer lender count
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Start the run02
The Actor will start running based on the input automatically.
Receive the output03
Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.
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The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.
