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Median gross rent and Median property tax bill

Across 3,137 counties, Median gross rent and Median property tax bill have a link of +0.72, on a scale from −1 (opposite) to +1 (in step). But compare places with the same population density, income and education, and a very weak link of +0.17 remains. Most of the first figure came from both measures following how urban, rich and educated a place is, not from a link with each other.

Mostly gone after adjusting

Every place, plotted

One dot for each place reporting both measures. Hover over or tap a dot to see its name and values. The thin line is the straight line that best fits the dots. The bold line, shown for counties, is the link after adjusting for density, income and education. A dot far from the lines is a place that does not follow the pattern.

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What each measure is

Median gross rent

The rent paid by the middle renting household, plus any utilities the renter pays. That is why it is called 'gross' rent, not just the rent in the lease.

Census ACS 5-year · ACS table B25064_001

Median property tax bill

The yearly property tax bill, in dollars, of the middle home-owning household that pays one. Households with no bill are left out, so this is what payers pay, not the average across all owners.

Census ACS 5-year · ACS table B25103_001

Highest and lowest

Where each measure is highest and lowest among the places reporting both (2023), with the other measure beside it. This is shown for every size of place where both are published. Metro-area values are added up from their counties. A measure that cannot be added up across counties, such as a middle value (median), has no metro figure. Counts are shown per 1,000 residents, since raw totals would only list the largest places. Cities and towns and ZIP codes are shown where the Census survey or the CDC publishes them; most other sources stop at the county. They are shown for places of 5,000 residents or more, and only where the survey’s margin of error is small enough for the figure to be usable. The CDC publishes its health estimates for cities in a version adjusted for age, so places with older or younger people can be compared fairly, but not for ZIP codes.

Counties

By median gross rent

Median gross rentMedian property tax bill
Highest
San Mateo County, CA$2,8939,167
Santa Clara County, CA$2,8149,766
Marin County, CA$2,584$10,000 or more
San Francisco County, CA$2,4199,412
Orange County, CA$2,3526,096
Lowest
Cottle County, TX$323623
Hardin County, IL$3421,078
Worth County, MO$353758
Las Marías Municipio, PR$358274
Sheridan County, ND$373753

By median property tax bill

Median gross rentMedian property tax bill
Highest — 16 are at $10,000 or more; five shown.
Bergen County, NJ$1,863$10,000 or more
Essex County, NJ$1,459$10,000 or more
Hunterdon County, NJ$1,707$10,000 or more
Monmouth County, NJ$1,771$10,000 or more
Morris County, NJ$1,860$10,000 or more
Lowest — 21 are at $200 or less; five shown.
Northwest Arctic Borough, AK$1,336$200 or less
Kusilvak Census Area, AK$832$200 or less
Copper River Census Area, AK$973$200 or less
Choctaw County, AL$653$200 or less
Yauco Municipio, PR$521$200 or less
States

By median gross rent

Median gross rentMedian property tax bill
Highest
California$1,9564,926
Hawaii$1,9382,183
District of Columbia$1,9004,180
Colorado$1,6932,448
Massachusetts$1,6875,813
Lowest
Puerto Rico$562627
West Virginia$850835
South Dakota$9122,590
Arkansas$9141,003
Mississippi$9231,189

By median property tax bill

Median gross rentMedian property tax bill
Highest
New Jersey$1,6539,541
Connecticut$1,4316,575
New Hampshire$1,4236,505
New York$1,5766,450
Massachusetts$1,6875,813
Lowest
Puerto Rico$562627
Alabama$963738
West Virginia$850835
Arkansas$9141,003
Louisiana$1,0381,146
Cities and towns

By median gross rent

Median gross rentMedian property tax bill
Highest — 57 are at $3,500 or more; five shown.
Key Biscayne village, FL$3,500 or more$10,000 or more
Nocatee CDP, FL$3,500 or more5,807
Inverness village, IL$3,500 or more$10,000 or more
Lincolnwood village, IL$3,500 or more9,791
Long Grove village, IL$3,500 or more$10,000 or more
Lowest
Aguadilla zona urbana, PR$336800
Manatí zona urbana, PR$431391
Pinckneyville city, IL$4401,778
Crystal City city, TX$4451,342
Mayagüez zona urbana, PR$456740

By median property tax bill

Median gross rentMedian property tax bill
Highest — 450 are at $10,000 or more; five shown.
Key Biscayne village, FL$3,500 or more$10,000 or more
Palm Beach town, FL$1,849$10,000 or more
Parkland city, FL$3,306$10,000 or more
Pinecrest village, FL$1,916$10,000 or more
Barrington village, IL$1,886$10,000 or more
Lowest — 10 are at $200 or less; five shown.
Vega Alta zona urbana, PR$657$200 or less
Juncos zona urbana, PR$562$200 or less
Ville Platte city, LA$678$200 or less
Tallulah city, LA$602$200 or less
St. Martinville city, LA$770$200 or less
ZIP codes

By median gross rent

Median gross rentMedian property tax bill
Highest — 66 are at $3,500 or more; five shown.
ZIP 10005 (New York city, NY)$3,500 or more$10,000 or more
ZIP 10007 (New York city, NY)$3,500 or more$10,000 or more
ZIP 10018 (New York city, NY)$3,500 or more$10,000 or more
ZIP 10069 (New York city, NY)$3,500 or more$10,000 or more
ZIP 10280 (New York city, NY)$3,500 or more$10,000 or more
Lowest
ZIP 00653 (Guánica Municipio, PR)$3261,047
ZIP 00670 (Las Marías Municipio, PR)$355288
ZIP 00638 (Ciales Municipio, PR)$404$200 or less
ZIP 00606 (Maricao Municipio, PR)$405$200 or less
ZIP 56572 (Otter Tail County, MN)$4122,292

By median property tax bill

Median gross rentMedian property tax bill
Highest — 676 are at $10,000 or more; five shown.
ZIP 10003 (New York city, NY)$2,772$10,000 or more
ZIP 10005 (New York city, NY)$3,500 or more$10,000 or more
ZIP 10007 (New York city, NY)$3,500 or more$10,000 or more
ZIP 10010 (New York city, NY)$3,113$10,000 or more
ZIP 10011 (New York city, NY)$2,868$10,000 or more
Lowest — 28 are at $200 or less; five shown.
ZIP 00783 (Corozal Municipio, PR)$527$200 or less
ZIP 00782 (Comerío Municipio, PR)$490$200 or less
ZIP 00777 (Juncos Municipio, PR)$589$200 or less
ZIP 00765 (Vieques Municipio, PR)$424$200 or less
ZIP 00723 (Patillas Municipio, PR)$515$200 or less

Counties furthest from the pattern

Compared with the straight line that best fits all 3,150 counties: the five with far more median property tax bill than their median gross rent would suggest, and the five with far less.

Median gross rentMedian property tax bill
Above the line
Essex County, NJ$1,459$10,000 or more
Passaic County, NJ$1,553$10,000 or more
Union County, NJ$1,664$10,000 or more
Hunterdon County, NJ$1,707$10,000 or more
Monmouth County, NJ$1,771$10,000 or more
Below the line
Park County, CO$1,9421,679
Maui County, HI$1,8631,442
Honolulu County, HI$2,0542,482
Teller County, CO$1,7461,583
Northwest Arctic Borough, AK$1,336$200 or less

Two series, one county

Both measures over time for a county you pick. The two charts are stacked, so they share only the years along the bottom. You can pick from the thirty largest counties reporting both. This panel covers 2010–2024, and a measure published only once shows as a single dot.

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Every version of the link

Each row measures the same link, from −1 to +1, in a different way. If the rows mostly agree, the link does not depend on one choice of method.

Before adjusting for anything+0.7223,137 counties reporting both
After adjusting for density, income and education+0.171the part of the link that is not just how urban, rich and educated a place is
Also adjusting for population size+0.130size taken out as well as density
Also comparing only within each state+0.278each county is compared only with others in its own state, so this is no longer a comparison between states
Giving bigger counties more weight+0.040the adjusted link for the average resident rather than the average county. With this weighting, the data counts for about 291 equally weighted counties
Middle value inside single states+0.842the link worked out inside each of 41 states with at least 20 counties reporting
Using ranks, after adjusting+0.202uses each county’s rank, not its value, so a few extreme counties cannot create the link

How much to believe it

Could it be chance?

The p-value is the chance of seeing a link this strong if there were really none. A value of 0.05 or less means the link is unlikely to be chance. Very small values are written in short form: 3.1e-16 means 0.00000000000000031, and the bigger the number after “e-”, the smaller the value. Treating every county as a separate case gives p = 4.5e-22. But counties in the same state tend to resemble each other, so the better figure allows for that: p = 0.025. The site tested 20,910 pairs, and testing so many turns up some flukes. The q-value allows for that too. For this pair it is 1.5e-21.

Do nearby places look alike?

Moran’s I measures how much nearby places look alike: 0 means no map pattern, and higher means neighbours are more similar. For the part of each county that the adjustment leaves unexplained, it is +0.69 (p = 0.001). That unexplained part still clusters on the map. So some regional factor shared by both measures is not accounted for.

Did they change together?

The figures above compare counties at one moment. This asks a different question: where median gross rent rose most, did median property tax billmove too? Each county’s change is compared with the average change in its own state. That takes out ups and downs that hit a whole region at once. Each change is the gap between two estimates that both contain some error. That error pulls these links towards zero, so a weak one is weak partly for that reason. The q column shows whether a link could be a fluke, allowing for the many pairs tested: 0.05 or less means it is unlikely to be chance.

PeriodCountiesChange togetherWithin statesq
2014–2019 the main test: each Census survey figure averages five years, and these two do not overlap; before the pandemic3,125+0.11+0.07—
2019–2023 a repeat check: its two five-year survey figures both include 2019, and it covers the COVID years3,110+0.07+0.02—

Both come from the American Community Survey, which asks a sample of households. Random error in a county's sample pushes both changes at once. So part of any agreement here is that shared error. It is shown, but not counted as a finding. How change is measured.

Related pairs

Association only. Nothing here shows that either measure changes the other. This describes counties, not the people in them. Two measures going together across places does not mean the same people have both. How the US county data works · Explore Median gross rent and Median property tax bill