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County in Minnesota

Dakota County, Minnesota

Dakota County is a county in Minnesota with 445,771 residents, No. 3 of 87 by population. In Dakota County, the FHA loan limit for a one-unit home is $552,000, and a typical home is worth $381,000. To rent a 2-bedroom apartment at Fair Market Rent ($1,734 a month) without going over 30% of your income, you need to earn about $33.35 an hour.

Four numbers to start with

  • Typical home price

    $381,000

    +16% vs. Minnesota +15% vs. U.S.

    Half of owner-occupied homes are worth more and half are worth less.

    • Dakota
    • Minnesota
    • United States

    Source: U.S. Census Bureau, Average 2020–2024

  • Fair market rent, 2 bedrooms

    $1,734 a month

    +15% vs. Minnesota Same as the U.S.

    HUD's reference rent for a two-bedroom apartment, with basic utilities.

    • Dakota
    • Minnesota
    • United States

    Source: HUD, Fiscal year 2027

  • FHA limit 2026, 1 unit

    $552,000

    FHA high-cost area

    The most you can borrow with an FHA loan for a one-unit home here.

    • Dakota
    • Floor
    • Ceiling

    Source: HUD, 2026 data

  • Property tax

    0.98% of value per year

    −4% vs. Minnesota +4% vs. U.S.

    $3,749 a year for the typical owner

    • Dakota
    • Minnesota
    • United States

    Source: U.S. Census Bureau, Average 2020–2024

Market now, with Zillow data

Zillow data
Typical home value
$393,429
1.4% more than 12 months ago
Typical home value from Zillow, September 2021 to September 2026: from $356,397 to $393,429.
Typical rent
$1,711 a month
1.6% more than 12 months ago
Typical rent from Zillow, September 2021 to September 2026: from $1,471 to $1,711.

From Zillow (ZHVI/ZORI), September 2026. The Census figures above are 5-year averages (2020–2024).

Data from October 2026

In short

What is housing like in Dakota County today?

With an FHA loan and the minimum down payment, a typical home would cost about $3,173 a month: 36% of the typical household income here. For that payment to be 28% of income, a household would need to earn about $135,972 a year; the typical income here is $106,318. The typical home value is 16% more than in Minnesota overall. This is a high-cost area for FHA: the limit is above the national floor.

There are 2 agencies with HUD-approved housing counselors who speak Spanish near here.

Sources: U.S. Census Bureau (Average 2020–2024); HUD (2026 data); HUD (Retrieved November 6, 2026).

Only here

What sets Dakota County apart

  1. Dakota County has the 3rd highest typical rent of the 87 counties in Minnesota ($1,548).

  2. Among the neighboring counties, Goodhue County has the lowest typical rent ($966), 38% below the $1,548 in Dakota County.

  3. Nearby, in Goodhue County, the typical home value is $285,100: 25% less than in Dakota County ($381,000).

  4. Dakota County has the 5th highest typical household income of the 87 counties in Minnesota ($106,318).

  5. At $381,000, Dakota County ranks 5th among the 87 counties in Minnesota for the highest typical home value.

  6. From 2020 to 2025, home prices in Dakota County rose 32% on FHFA's index, slower than in Minnesota (37%).

Sources: U.S. Census Bureau (Average 2020–2024); FHFA (2025 data).

The homes here

Housing in Dakota County

What homes there are in Dakota County, what they cost, how that changed and how people live, from Census figures (2020–2024).

What homes there are

U.S. Census Bureau, ACS 5-year, 2020–2024

Kind of home
Kind of home: Dakota County and its comparisons
MeasureDakota CountyMinnesotaUnited States
Detached house 58%66%61%
Attached house 17%7%6%
Building of 2 to 4 3%4%8%
Apartments (5 or more) 20%19%19%
Mobile home 2%3%6%
Boat, RV and other Unreliable estimate0%0%

Detached houses are the majority in Dakota County (58%), but less so than in Minnesota (66%).

Year built
Year built: Dakota County and its comparisons
MeasureDakota CountyMinnesotaUnited States
Before 1960 11%29%26%
1960–1979 24%23%24%
1980–1999 38%24%25%
2000–2009 16%13%14%
2010 or later 12%10%11%

Here half of the homes date from 1988 or later; in Minnesota, from 1979 or later.

There is more room for a big family here: 65% of homes have 3 bedrooms or more, against 61% in Minnesota.

All homes, occupied or empty. A figure the Census cannot measure precisely enough here is not shown.

Census tables: B25024, B25034, B25035, B25041

What it costs here

U.S. Census Bureau, ACS 5-year, 2020–2024

Value of owner-occupied homes
Value of owner-occupied homes: Dakota County and its comparisons
MeasureDakota County
Under $100K 4%
$100K–$200K 5%
$200K–$300K 19%
$300K–$500K 48%
$500K–$750K 19%
$750K–$1M 4%
$1M or more 1%

The FHA loan limit for this county is $552,000, and about 80% of owner-occupied homes in Dakota County are worth less than that.

Monthly rent with utilities
Monthly rent with utilities: Dakota County and its comparisons
MeasureDakota County
Under $500 4%
$500–$999 12%
$1,000–$1,499 31%
$1,500–$1,999 34%
$2,000–$2,499 14%
$2,500–$2,999 3%
$3,000 or more 3%

Measured against HUD's 2-bedroom fair market rent ($1,734), about 63% of rented homes in Dakota County cost less.

With a mortgage

$2,129 a month

Minnesota: $1,947 a month

Without a mortgage

$758 a month

Minnesota: $698 a month

Owners with a mortgage

70%

Minnesota: 64%

Owning costs more in Dakota County: with a mortgage, the typical cost is $2,129 a month; in Minnesota, $1,947. Without one, $758.

Value: what owners think their home is worth. Rent: rent plus utilities, for homes of every size. The FHA limit is the most an FHA loan (Federal Housing Administration) lends for a one-unit home; the fair market rent (FMR) is the one HUD uses for housing vouchers.

Census tables: B25075, B25063, B25088, B25081

How it changed

U.S. Census Bureau, ACS 5-year, 2015–2019 and 2020–2024

Change since 2015–2019
Change since 2015–2019: Dakota County and its comparisons
MeasureDakota CountyMinnesotaUnited States
Typical home value +43%+47%+53%
Typical rent +32%+31%+33%
Typical household income +24%+25%+29%

Homes in Dakota County gained value more slowly than in Minnesota: 43% since 2015–2019, against 47%.

Much as in Minnesota, the typical rent in Dakota County rose 32% since 2015–2019.

Housing prices ran ahead of income in Dakota County: typical income rose 24%, against +43% for home values and +32% for rent.

Change between two 5-year periods that do not overlap, in each period's dollars, not adjusted for inflation.

Census tables: B25077, B25064, B19013

How people live

U.S. Census Bureau, ACS 5-year, 2020–2024

How people live: Dakota County and its comparisons
MeasureDakota CountyMinnesotaUnited States
Rental vacancy 3.8%5.3%5.5%
Homeowner vacancy 0.4%0.6%0.9%
More than one person per room 2.2%2.3%3.4%
People per household 2.542.432.53
Drive alone 68%69%69%
Carpool 7%8%9%
Public transit 1%2%3%
Walk or bike 1%3%3%
Work from home 21%18%15%
Other means 1%1%2%
Typical commute 20 to 29 minutes20 to 29 minutes20 to 29 minutes

In Dakota County, the rental vacancy rate is 3.8%; in Minnesota, 5.3%.

In Dakota County, 2.2% of households live with more than one person per room, about the same as in Minnesota.

A household in Dakota County has 2.54 people on average, about the same as in Minnesota (2.43).

Many people here do not commute at all: 21% work from home; in Minnesota, 18%.

Vacancy: empty homes offered for rent or for sale. Rooms: every room in the home, not only bedrooms. Commute: the minute range of the typical worker.

Census tables: B25004, B25003, B25014, B25010, B08301, B08303

Do the math

What would you pay each month in Dakota County?

A typical home is tight for the typical income

We start with a typical home of $381,000, an FHA loan with 3.5% down and the latest average rate (7.18%). That payment would take 36% of the typical household income here, which is $106,318 a year. For that payment to be 28% of income, a household would need to earn about $135,972 a year.

Your numbers

Local data
$

Starts at the typical home value in Dakota County. Change it to the price you have in mind.

Loan type
Your credit score

Your score changes which loans apply and FHA's minimum down payment. Your real rate also depends on your credit.

Down payment
%

That is $13,335 (3.5% of the price). The usual minimum for this loan is 3.5%.

This week's average ± a quarter or half point.

Term

National average as of November 5, 2026 (Freddie Mac); your rate may be different.

Adjust advanced details

Estimated monthly payment

Local data

$3,173

at 7.18% · 30 years

Loan amount
$374,099
Total interest
$538,241
Paid off in
November 2056

Includes $6,434 FHA upfront mortgage insurance premium.

Does it fit the income?

  • Comfortable

    up to $2,481 a month

  • Tight

    $2,481 to $3,190 a month

    Your payment · 36%

  • Hard

    more than $3,190 a month

Compared with the typical household income in Dakota County ($106,318 a year). Reference: HUD calls paying more than 30% of income for housing a cost burden.

Show the result as
per month$3,173
Monthly payment breakdown
Principal & interest$2,534
Property tax$311
Home insurance$159
FHA mortgage insurance (MIP)$169

You need at least $13,335 for the down payment, plus closing costs.

This is an estimate to give you an idea, not a loan offer. Your real payment depends on your rate, your credit, and the insurance and taxes on the home you buy.

Total monthly payment $3,173; principal and interest $2,534.

Buying a home

Buying a home in Dakota County

Here you'll see how prices have changed, how Dakota County compares with Minnesota and the country, and what you'd pay each month with four kinds of loans.

How have home prices changed?

According to the FHFA House Price Index, home prices in Dakota County rose 64% in the 10 years through 2025. FHFA's index follows the price of the same homes over the years.

Change in the FHFA House Price Index from 2015 to 2025: Dakota County: +64%; Minnesota: +71%; United States: +85%.
Cumulative change in the FHFA House Price Index since 2015, each year through 2025
YearDakota CountyMinnesotaUnited States
2015 0.0%0.0%0.0%
2016 +4.2%+4.7%+5.3%
2017 +10.2%+10.8%+11.0%
2018 +15.7%+17.1%+17.3%
2019 +20.7%+22.0%+22.2%
2020 +24.2%+25.3%+25.9%
2021 +36.5%+37.5%+40.5%
2022 +53.0%+54.1%+62.2%
2023 +57.7%+60.8%+71.5%
2024 +61.9%+66.7%+79.9%
2025 +64.3%+71.4%+85.0%
Home price change in Dakota County, in its state and in the U.S., according to FHFA
Period Here Minnesota United States
In 2025 +1.5% +2.8% +2.9%
5 years (2020–2025) +32% +37% +47%
10 years (2015–2025) +64% +71% +85%
See each year's change
Annual change in the FHFA House Price Index in Dakota County, 2016 to 2025.
  1. 2020: +2.9%
  2. 2021: +9.9%
  3. 2022: +12.1%
  4. 2023: +3.0%
  5. 2024: +2.7%
  6. 2025: +1.5%

The index follows the prices of the same homes over time (sales and appraisals on loans bought or guaranteed by Fannie Mae and Freddie Mac). It is not the average price of a home. FHFA considers its annual county indexes experimental. Source: FHFA, 2025 data

Dakota County compared with Minnesota and the United States

Home value, rent and household income, side by side. "Typical" is the median: half are above it and half below.

Typical home value
  • Dakota $381,000
  • Minnesota $329,300
  • United States $332,700
Typical rent a month
  • Dakota $1,548
  • Minnesota $1,280
  • United States $1,413
Typical household income a year
  • Dakota $106,318
  • Minnesota $89,062
  • United States $80,734
See the full table
Dakota compared with Minnesota and the United States
MeasureHereMinnesotaU.S.
Residents445,7715,739,445334,922,499
Typical home value$381,000$329,300$332,700
Typical household income$106,318$89,062$80,734
Typical rent$1,548$1,280$1,413
Fair Market Rent (2 bedrooms)$1,734$1,507$1,750
Hourly wage to rent a 2-bedroom$33.35$28.98$33.65
Typical property tax$3,749$3,357$3,119
Effective tax rate0.98%1.02%0.94%
Households that own their home75%72%65%
Renters spending 30% or more on rent50%48%51%
FHA limit (1 unit)*$552,000$541,287$541,287

FHA limit: Minnesota shows the median of its counties; the United States, the national floor. Download CSV

Four ways to pay for a typical home in Dakota County

For a typical $381,000 home at Freddie Mac's average rate (7.18% as of November 5, 2026) over 30 years. The monthly payment adds principal and interest, the county's property tax, an example homeowners insurance and mortgage insurance when it applies.

Down payment, loan and monthly payment of four loan types for a typical home in Dakota County
Loan Monthly payment Down payment Loan amount Rate Mortgage insurance Cash to close Minimum score
FHA, 3.5% down $3,173 $13,335 $374,099 7.18% FHA MIP · $169 $24,765 580
Conventional, 5% down $3,103 $19,050 $361,950 7.18% PMI · $181 $30,480 620*
Conventional, 20% down, no PMI $2,535 $76,200 $304,800 7.18% None $87,630 620*
ITIN, 15% down (example) $2,887 $57,150 $323,850 8.18% None $68,580 Set by the lender
  • Cash to close = down payment plus 3% of the price in closing costs (example).
  • Minimum score: FHA requires 580 or higher for the minimum down payment (HUD Handbook 4000.1). * Fannie Mae requires 620 when a loan is underwritten by hand; its automated system has no fixed minimum.
  • The ITIN row is an example with a rate 1 percentage point higher: ITIN loans follow no federal rule and each lender sets its own down payment and rate. Nothing in this table promises an approval.

Everything about buying in Dakota County: income, limits and help How much house can I afford? Closing costs

Loan limits

This is a high-cost area, so FHA limits in Dakota County are above the national floor. The limit is set for the whole metro area (Minneapolis-ST. Paul-Bloomington, MN-Wi). If the loan you need is above these amounts, it doesn't fit FHA or it becomes a "jumbo" loan.

VA loans. If you have full VA entitlement, VA doesn't cap the loan amount. If you've used part of your entitlement, the calculation uses the county limit ($832,750 for one unit). VA loan limits (va.gov)

USDA loans. They're for homes in eligible rural areas and households with incomes within USDA's limit. Check whether the address and your income qualify on the official site. USDA eligibility (usda.gov)

FHA and conforming loan limits in Dakota County, by number of units
Home type FHA limit Conforming limit
1 unit $552,000 $832,750
2 units $706,650 $1,066,250
3 units $854,200 $1,288,800
4 units $1,061,550 $1,601,750

Source: HUD, 2026 data · Source: FHFA, 2026 data

Taxes and risks

Property tax and flooding in Dakota County

Two costs that change a lot from place to place and that a house payment does include: property tax and, in risk zones, flood insurance.

Property tax

In Dakota County, the typical owner pays $3,749 a year: about 0.98% of the home's value. That is close to the rest of Minnesota and close to the national average.

  • Dakota 0.98%
  • Minnesota 1.02%
  • United States 0.94%

What Minnesota publishes Homestead market value exclusion (Minnesota Office of the Revisor of Statutes (Minnesota Statutes))

Exemptions and deadlines in Minnesota

Is there a flood risk?

According to FEMA, in Dakota County 0.3% of homes (488) are in a high-risk flood zone. Of those homes, 6.6% have NFIP flood insurance.

  • A high-risk zone (Special Flood Hazard Area) has a 1% or greater chance of flooding each year. (44 CFR 59.1)
  • If the home is in that zone and the loan comes from a regulated lender, federal law requires flood insurance for the life of the loan, in communities that take part in the NFIP. (42 U.S.C. 4012a)
  • Most homeowners insurance does not cover flood damage. (FEMA, FloodSmart)

Source: FEMA, As of August 3, 2026

Look up your address on FEMA’s map

Owning a home here

Owning a home in Dakota County

The natural hazards FEMA measures in Dakota County, a maintenance plan for your climate and what the trades earn in your area.

Risks to your home

FEMA, National Risk Index 1.20.0 (December 2025)

According to FEMA, the natural hazard risk in Dakota County is relatively moderate.

FEMA builds that rating from three parts: expected loss, social vulnerability and community resilience.

In Dakota County, FEMA expects natural hazards to cause $134 million in losses a year, counting buildings, people and crops.

Of all the hazards, FEMA expects inland flooding to do the most damage to buildings: about $55.7 million a year.

Loss FEMA expects each year to homes and buildings, by hazard
  1. Inland floodingFEMA risk rating: Relatively moderate $55.7 million a year
  2. TornadoFEMA risk rating: Relatively high $14 million a year
  3. Winter weatherFEMA risk rating: Relatively high $92,604 a year
  4. Heat waveFEMA risk rating: Relatively moderate $70,200 a year
  5. EarthquakeFEMA risk rating: Very low $40,900 a year

What it means for your home

The ratings are FEMA's own. FEMA says its data is meant for planning and does not replace a local study. Drought is not shown: FEMA counts its loss in crops only.

National Risk Index, version 1.20.0 (December 2025), retrieved November 6, 2026

FEMA notice: This product uses the Federal Emergency Management Agency's National Risk Index dataset API or downloadable datasets but is not endorsed by FEMA. The Federal Government or FEMA cannot vouch for the data or analyses derived from these data after the data have been retrieved from the Agency's website(s).

Climate and upkeep

Department of Energy (PNNL), 2021 IECC zones

Dakota County is climate zone 6A in the home energy code (IECC): cold.

The zone's number says how hot or cold it gets; the letter says how humid: A is moist, B is dry and C is marine.

  • Spring

    • Book the air conditioner's check-up before the heat: ENERGY STAR advises checking the cooling system in the spring, because contractors get busy once summer comes. Source: ENERGY STAR (EPA)
    • Clean and repair the roof gutters. Source: EPA
  • Summer

    • Seal the air ducts that run through the attic, crawlspace, basement or garage with duct mastic or foil tape, then wrap them in insulation. Source: ENERGY STAR (EPA)
    • Check that the ground slopes away from the house, so water does not collect around the foundation. Source: EPA
  • Fall

    • Book the heating check-up in the fall. If it runs on gas or oil, the technician should check the connections: faulty ones are a fire hazard. Source: ENERGY STAR (EPA)
    • Seal air leaks and add insulation in the attic: ENERGY STAR says it lowers the chance of ice dams on the roof in snowy climates. Source: ENERGY STAR (EPA)
  • Winter

    • Get the house ready for the cold with insulation, caulking and weather stripping, and learn how to keep pipes from freezing. Source: Ready.gov (FEMA)
    • Put clear plastic film over the windows: it is inexpensive, cuts drafts, helps the house feel warmer in winter and reduces moisture on the glass. Source: ENERGY STAR (EPA)

All year

  • Check the air filter every month, especially in heavy-use months. If it looks dirty, change it; change it at least every 3 months. Source: ENERGY STAR (EPA)
  • Test the smoke alarms every month and replace their batteries at least once a year. Source: USFA (FEMA)

Each task comes from the official page beside it. The spring air-conditioning and fall heating check-ups are the timing ENERGY STAR advises; the rest is a suggested order.

Climate zones by county, 2021 IECC

What the trades charge here

BLS, wages for May 2025

Hourly wage for each trade in the Minneapolis-St. Paul-Bloomington, MN-WI area, according to BLS (May 2025)
TradeTypical hourly wage8 in 10 earn between
Electricians$39.37$23.54 and $59.25
Plumbers, pipefitters and steamfitters$48.86$24.70 and $58.52
Heating, air conditioning and refrigeration mechanics$37.25$23.39 and $48.39
Roofers$36.25$22.15 and $47.68
Carpenters$35.61$24.00 and $48.47
Painters, construction and maintenance$29.26$17.91 and $44.71
Maintenance and repair workers, general$29.07$19.23 and $38.22

In the Minneapolis-St. Paul-Bloomington, MN-WI area, half of electricians earn more than $39.37 an hour and half earn less; for a plumber, the typical figure is $48.86.

These are workers' hourly wages, not the price of a job.

Renting

Renting in Dakota County

The typical rent in Dakota County is $1,548 a month. HUD also publishes a “fair market rent” by unit size: it's the one programs like Section 8 use.

50% of renter households in Dakota County spend 30% or more of their income on housing. 24% spend half or more.

Fair market rent by size

To pay the fair market rent without spending more than 30% of income, working full time (40 hours a week).

Fair market rent by size
Size Fair rent a month Hourly wage Income needed per year
Studio $1,265 $24.33 $50,600
1 bedroom $1,427 $27.44 $57,080
2 bedrooms $1,734 $33.35 $69,360
3 bedrooms $2,264 $43.54 $90,560
4 bedrooms $2,538 $48.81 $101,520

Includes basic utilities. It isn't the lowest or highest rent: it's a reference point. Source: HUD, Fiscal year 2027

Free help in Dakota County

Programs and counseling in Dakota County

There is 1 HUD-approved housing counseling agency in Dakota County. They can help you get ready to buy, with your credit, with rent, or if you've fallen behind on payments.

Official programs for the down payment and loans for buyers. Check which ones you might qualify for with your income and your county.

A father holds his baby and his young son by a white picket fence.

HUD counseling is free or low-cost

Minnesota down payment programs

  1. Deferred Payment Loan (Start Up)

    Minnesota state agency loan for the down payment and closing costs alongside the Start Up mortgage for first-time buyers: up to $14,000 (or $18,000 in the Plus version), with no interest or monthly payments, repaid at the end of the mortgage

    First-time buyers only. Run by Minnesota Housing (Minnesota Housing Finance Agency).

    Deferred Verified November 5, 2026

  2. Monthly Payment Loan

    Minnesota Housing loan of up to $14,000 for the down payment and closing costs, which you repay over 15 years at the same rate as your Minnesota Housing mortgage; it works with Start Up (first-time buyers) or Step Up

    No first-time requirement. Run by Minnesota Housing (Minnesota Housing Finance Agency).

    Repayable Verified November 5, 2026

Which programs do I qualify for? See all Minnesota programs

Help in Spanish in Dakota County

None of the 1 agencies on this list say they serve in Spanish.

Ask for service in Spanish

When you call, say “Spanish, please” or ask if someone speaks Spanish. If not, ask whether they offer an interpreter.

Public housing agencies

They run public housing and Section 8 vouchers (Housing Choice Vouchers) in this county.

  • Dakota County Cda Public housing and Section 8 vouchers (651) 675-4400
  • Hra of the City of South ST Paul, Minnesota Public housing (651) 554-3270

Free legal help

If you have a problem with your landlord, an eviction notice or a scam, the Legal Services Corporation (LSC) search shows the free legal aid offices that serve your area.

Find legal aid (lsc.gov)

Housing counseling nearby

These agencies have an office in Dakota County. The full list is on the Minnesota counselors page. Official HUD list. Confirm hours and fees with the agency before you go.

  • Dakota County Community Development Agency

    1228 Town Centre Dr, Eagan

    • Mortgage delinquency and default
    • Budget and financial counseling
    • and 2 more
See every agency in Minnesota

Places

Cities in Dakota County

Each city has its own page with prices, rents and help. These are the largest.

See all 11 cities of Dakota County

Nearby counties

Each row compares its typical value, typical rent and FHA limit with Dakota County.

Read next

Guides that help here

We picked them by this county's numbers: what weighs most here is what's worth understanding first.

Frequently asked questions

What is the FHA loan limit in Dakota County in 2026?

Dakota County has an FHA limit of $552,000 for a one-unit home. For 2 units it's $706,650, for 3 it's $854,200 and for 4 it's $1,061,550. It's a high-cost area, so the limit is above the national floor.

What is the conforming loan limit in Dakota County?

Dakota County has a conforming limit of $832,750 for one-unit conventional loans in 2026. A bigger loan is a “jumbo” loan.

How much does a typical home cost in Dakota County?

The typical home value in Dakota County is $381,000 (Average 2020–2024, U.S. Census). Across Minnesota it's $329,300.

How much does it cost to rent in Dakota County?

Dakota County has a typical rent of $1,548 a month (Average 2020–2024, U.S. Census). HUD's fair market rent for a 2-bedroom apartment is $1,734 (Fiscal year 2027).

How much do you need to earn to rent a 2-bedroom apartment in Dakota County?

About $33.35 an hour working full time (2,080 hours a year), or $69,360 a year, so the fair market rent of $1,734 stays under 30% of income.

Sources: American Community Survey (Average 2020–2024); FHA mortgage limits (2026 data); Conforming loan limits (2026 data); Fair Market Rents (Fiscal year 2027); Income Limits (Fiscal year 2026); HUD-approved housing counseling agencies (Retrieved November 6, 2026); Public Housing Agencies (Retrieved November 6, 2026); Freddie Mac Primary Mortgage Market Survey (As of November 5, 2026); FHFA House Price Index (2025 data); Homes with flood insurance (As of August 3, 2026); National Risk Index (2025 data); IECC climate zones by county (2021 data); Occupational Employment and Wage Statistics (2025 data); Census Bureau cartographic boundary files (2024 data).