Mortgage Data Science. Authors of HMDAVision, MBS Pivot, and CensusVision.

Washington, DC
Joined September 2017
In 8 states, at least half of 2026 homebuyers put less than 5% down. Mississippi: 61%. New York: 22%. Massachusetts: 20%. A 3x regional spread, from loan-level Fannie, Freddie & Ginnie data. MBS Pivot, through May 2026
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Market plan, product fit, hiring, fair lending, loan performance. Most lenders analyze each one in a different tool. They’re one decision cycle. mortgagedata.ai connects them, now with ASEC 2026.
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How big was subprime in 2007? About one in seven first mortgages. Roughly 7.5 million loans. Risks could stack inside a single loan: thin credit history, limited income documentation, high CLTV. The public record of the day showed none of that. bit.ly/4iuSufh
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What makes a mortgage predatory? Flipping, packing, stacking, and targeting. Dive into the history in our latest Common Ground post: bit.ly/4xs6Kuh
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Mortgage market intelligence should make the next decision clearer. Polygon Research connects the market around the questions that matter. polygonresearch.com
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The average agency purchase loan rose from $233,409 in 2018 to $360,320 YTD 2026. But 70% of that increase had already happened by 2022. The loan-size tailwind behind purchase dollar volume has weakened. Explore the refreshed Polygon Pulse: polygonresearch.com/polygon-…
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In 1890, seven of every ten mortgage dollars in America came from a private individual. National banks were barred from real estate lending by statute until 1913. ↓ See the complete 8-page carousel and explore the history: bit.ly/4wtpIzl
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How big is the multigenerational housing market? 5.1M households under the Census definition of 3+ generations. 6.4M adding skipped-generation households. 26.7M adding all shared adult generations, about 1 in 5 US homes. Same data. Different question.bit.ly/4hs5AcT
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Median property values for manufactured home purchase mortgages secured by real estate: $150,000 in Illinois to $415,000 in Washington, 2025. Only 37.3% of buyers finance with a mortgage. The rest pay cash. 81,138 originations. HMDA via HMDAVision. bit.ly/4xj0p3I
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In 1908 you could order a house from a catalog. The blueprints came in a leather book with your name stamped on it, and the house arrived at the depot in a boxcar. How that worked, and why it stopped. ↓ polygonresearch.com/common-g…
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How useful is “first-time homebuyer” as a market segment? First-time buyers took 60.3% of agency purchase loans in H1 2026. 48.8% financed their purchase with FHA, VA or USDA loans. 55.8% closed with one borrower vs. 52.2% of repeat buyers. The details reveal the opportunity. bit.ly/4wE6Nmd
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Mortgage rates could shift 2026 first-time buyer agency purchase lending by nearly 150,000 loans. Central: 1.45m loans | $493bn Scenario range: 1.38m–1.52m Analysis: bit.ly/4xc46bh
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The U.S. census counted Americans for a century before it asked whether they owned their homes.
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What should mortgage market intelligence help a lender see? Where activity is changing. Who is shaping demand. What products are moving. Who is gaining ground. What opportunity is being missed. The answers require a connected view of the market. Explore mortgage market intelligence from Polygon Research: bit.ly/4fCECMZ
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Much of the discussion about new credit-score models focuses on policy and implementation. On Risk & Roll, Greg Oliven looks at the data: FICO 10T and VantageScore 4.0, middle/lower/lowest versus average/average, and what the new GSE dataset allows us to examine at the loan level. Watch on YouTube: bit.ly/4wxGCgT
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A ranking shows scale, but only part of the business. We classify every origination at loan level and flag it QM, Non-QM or Out of Scope. Five things that makes measurable about a lender's Non-QM activity: scale, specialization, footprint, production mix, purchaser patterns. bit.ly/4pzJDe5
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Nathan Knottingham on the Risk & Roll podcast, on the research and where to find it: polygonresearch.com/data Risk& Roll, full episode: youtu.be/nb5CGtZ4xVc?si=t918…
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FHA borrowers hold the lowest ARM rates of 2026. Average note rates on agency ARM originations by loan type, 2026 year-to-date through June: Conventional 5.14% | VA 4.69% | FHA 4.57% Note rates only. ARM features (index, margin, fixed period, caps) are not included. Full chart → bit.ly/45b1UEX Source: Polygon Research, Polygon Pulse (MBS Pivot)
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There are dollars in the data. Dana Georgiou on using data meaningfully to strengthen the lending business and better serve homeowners and homebuyers. Watch the full Risk & Roll podcast: bit.ly/4wRnV7H
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At the intersection of mortgage strategy, fair lending, and the law, data can help lenders make better decisions and serve communities more responsibly. Greg Oliven on Risk & Roll. Watch the full episode: bit.ly/4aV2mKS
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Polygon Pulse is refreshed through mid-2026. Agency originations total 1.49 million loans YTD at a blended 5.95% note rate: Fannie Mae at 6.10%, Freddie Mac at 6.07%, and Ginnie Mae at 5.75%. Ginnie Mae accounts for 40.9% of volume by loan count. MBS Pivot, FHA Pivot, and CPS Pivot are all updated with the latest monthly data, covering agency originations, FHA rates down to zip code, and US household demographics. bit.ly/454uMPb
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