Personal Finance
How Money is Spent by Different Income Groups
How Money is Spent by Different Income Groups
If you started making twice the amount of money that you do today, how would your spending habits change?
Consider if the tables were turned, and you instead were reduced to half of your current income. Where would you likely make cuts to spending?
The reality is that the money you have coming in has big implications on how expenses get prioritized – and so it’s interesting to see how people in different income brackets allocate what they have.
Visualizing Spending
Today’s series of graphics come to us from data visualization expert Nathan Yau at FlowingData, and they show how money is being spent by different income groups.
It uses data from the 2016 Consumer Expenditure Survey, an annual survey by the Bureau of Labor Statistics. Meanwhile, embedded words in the graphics come from Yau, as he makes observations on the data.
To Buy or Rent a House?
How do income groups differ in spending for housing?
Housing Expenses
How is money spent on utilities, furniture, and other household expenses?
Food Expenses
Do income groups spend more eating at home, or eating out?
Travel and Transportation
The cost of vehicles, gas, and other travel expenses.
Health Expenditures
What about money spent on health insurance, services, or drugs?
Pensions and Social Security
Lastly, the money going to retirement, pension, social security, and insurance plans.
For more data analysis, as well as many other great visualizations on income, we highly recommend checking out FlowingData.
United States
Mapped: What You Need to Earn to Own a Home in 50 American Cities
What does it take to own a home in the U.S. in 2023? Here’s a look at the salary needed for home ownership in the top 50 metro areas.

What You Need to Earn to Own a Home in 50 American Cities
Once a fundamental part of the American dream, the ability to own a home is drifting farther and farther away for many Americans.
Between skyrocketing prices, stagnating wages, and now rising interest rates, the deck seems to be increasingly stacked against home ownership.
Using May 2023 data tabulated by Home Sweet Home, we map out the annual salary needed to afford a 30-year mortgage (at 6.37%) to buy a home in America’s 50 most populous metropolitan areas.
The monthly minimum mortgage payment includes taxes and insurance as well, and is capped at roughly one-third of the income. This analysis also assumes that the homeowner will put down a 20% down payment.
The Least and Most Affordable American Cities to Own a Home
At the top of the list, and at the very west of the country, San Jose is the least affordable city to own a home for the average American.
One would have to earn at least $374,000 a year to afford a $1.6 million dollar home in the city.
To put those numbers into perspective, the median American annual income is $75,000, about one-fifth what’s required to buy a home in San Jose.
Here’s a look at the annual earnings needed to afford a home in all 50 largest cities in the U.S., ranked from least to most affordable.
Rank | Metro Area | State | Median Home Price | Annual Salary |
---|---|---|---|---|
1 | San Jose | California | $1,618,400 | $373,696 |
2 | San Francisco | California | $1,192,600 | $282,167 |
3 | San Diego | California | $880,000 | $209,110 |
4 | Los Angeles | California | $746,800 | $181,106 |
5 | Seattle | Washington | $699,300 | $170,340 |
6 | Boston | Massachusetts | $644,400 | $165,239 |
7 | New York City | New York | $577,300 | $160,233 |
8 | Denver | Colorado | $636,100 | $150,622 |
9 | Washington, D.C. | N/A | $557,200 | $139,911 |
10 | Miami | Florida | $560,000 | $137,574 |
11 | Portland | Oregon | $556,800 | $136,147 |
12 | Riverside/San Bernardino | California | $550,000 | $133,607 |
13 | Austin | Texas | $467,900 | $128,995 |
14 | Sacramento | California | $500,000 | $125,304 |
15 | Salt Lake City | Utah | $522,700 | $122,717 |
16 | Providence | Rhode Island | $417,000 | $112,281 |
17 | Orlando | Florida | $419,900 | $104,772 |
18 | Dallas | Texas | $372,400 | $103,460 |
19 | Phoenix | Arizona | $439,700 | $103,112 |
20 | Raleigh | North Carolina | $420,000 | $102,572 |
21 | Las Vegas | Nevada | $431,400 | $101,310 |
22 | Tampa | Florida | $390,000 | $97,387 |
23 | Minneapolis | Michigan | $361,500 | $94,466 |
24 | Hartford | Connecticut | $314,900 | $93,861 |
25 | Charlotte | North Carolina | $387,200 | $93,735 |
26 | Jacksonville | Florida | $370,000 | $93,422 |
27 | Baltimore | Maryland | $357,800 | $93,378 |
28 | Nashville | Tennessee | $385,800 | $93,168 |
29 | Chicago | Illinois | $321,000 | $92,868 |
30 | Houston | Texas | $327,000 | $91,826 |
31 | Milwaukee | Wisconsin | $339,600 | $89,752 |
32 | Atlanta | Georgia | $354,300 | $89,198 |
33 | Richmond | Virginia | $362,300 | $88,769 |
34 | San Antonio | Texas | $320,500 | $88,683 |
35 | Philadelphia | Pennsylvania | $315,300 | $87,293 |
36 | Virginia Beach | Virginia | $313,200 | $79,336 |
37 | Kansas City | Missouri | $291,000 | $76,147 |
38 | Columbus | Ohio | $284,700 | $76,133 |
39 | Indianapolis | Indiana | $289,300 | $71,409 |
40 | New Orleans | Louisiana | $265,200 | $68,946 |
41 | Memphis | Tennessee | $268,600 | $68,005 |
42 | Birmingham | Alabama | $276,500 | $67,773 |
43 | Cincinnati | Ohio | $252,200 | $66,260 |
44 | Buffalo | New York | $206,800 | $63,386 |
45 | St Louis | Missouri | $231,100 | $63,260 |
46 | Detroit | Michigan | $227,000 | $62,758 |
47 | Louisville | Kentucky | $246,000 | $62,741 |
48 | Oklahoma City | Oklahoma | $227,300 | $62,161 |
49 | Cleveland | Ohio | $191,400 | $55,515 |
50 | Pittsburgh | Pennsylvania | $175,000 | $50,316 |
National | $371,200 | $97,204 |
Other Californian cities, San Francisco (ranked 2nd), San Diego (3rd), and Los Angeles (4th) all require an annual income of at least $180,000 to attempt home ownership within their metropolitan boundaries.
Boston (ranked 6th) and New York (ranked 7th) represent unaffordability on the East Coast, both requiring at least $160,000 a year to buy homes there.
It’s not just the coasts that are expensive however. To buy a home in Denver (ranked 8th) and Salt Lake City (15th) means earning more than $120,000 a year.
However, cities in the Midwest and South, like Pittsburgh, Detroit, Oklahoma City, and Louisville, are far more affordable, requiring less than $63,000 a year to buy a home.
Interest Rates Rock Home Ownership Chances
Aside from the obvious price differences in housing markets, a key factor that has elevated income requirements across the board is the rapid rise in interest rates in the last year. In fact the average 30-year mortgage has pushed past 7%, the highest it’s been since the 2000s.
This means that while the median price of a house in San Jose has actually come down between 2022 and 2023, the minimum monthly payment has increased from $7,717 to $8,720 this year.
Rank | Metro Area | State | Median Home Price | Monthly Payment |
---|---|---|---|---|
1 | San Jose | California | $1,618,400 | $8,720 |
2 | San Francisco | California | $1,192,600 | $6,584 |
3 | San Diego | California | $880,000 | $4,879 |
4 | Los Angeles | California | $746,800 | $4,226 |
5 | Seattle | Washington | $699,300 | $3,975 |
6 | Boston | Massachusetts | $644,400 | $3,856 |
7 | New York City | New York | $577,300 | $3,739 |
8 | Denver | Colorado | $636,100 | $3,515 |
9 | Washington, D.C. | N/A | $557,200 | $3,265 |
10 | Miami | Florida | $560,000 | $3,210 |
11 | Portland | Oregon | $556,800 | $3,177 |
12 | Riverside/San Bernardino | California | $550,000 | $3,118 |
13 | Austin | Texas | $467,900 | $3,010 |
14 | Sacramento | California | $500,000 | $2,924 |
15 | Salt Lake City | Utah | $522,700 | $2,863 |
16 | Providence | Rhode Island | $417,000 | $2,620 |
17 | Orlando | Florida | $419,900 | $2,445 |
18 | Dallas | Texas | $372,400 | $2,414 |
19 | Phoenix | Arizona | $439,700 | $2,406 |
20 | Raleigh | North Carolina | $420,000 | $2,393 |
21 | Las Vegas | Nevada | $431,400 | $2,364 |
22 | Tampa | Florida | $390,000 | $2,272 |
23 | Minneapolis | Michigan | $361,500 | $2,204 |
24 | Hartford | Connecticut | $314,900 | $2,190 |
25 | Charlotte | North Carolina | $387,200 | $2,187 |
26 | Jacksonville | Florida | $370,000 | $2,180 |
27 | Baltimore | Maryland | $357,800 | $2,179 |
28 | Nashville | Tennessee | $385,800 | $2,174 |
29 | Chicago | Illinois | $321,000 | $2,167 |
30 | Houston | Texas | $327,000 | $2,143 |
31 | Milwaukee | Wisconsin | $339,600 | $2,094 |
32 | Atlanta | Georgia | $354,300 | $2,081 |
33 | Richmond | Virginia | $362,300 | $2,071 |
34 | San Antonio | Texas | $320,500 | $2,069 |
35 | Philadelphia | Pennsylvania | $315,300 | $2,037 |
36 | Virginia Beach | Virginia | $313,200 | $1,851 |
37 | Kansas City | Missouri | $291,000 | $1,777 |
38 | Columbus | Ohio | $284,700 | $1,776 |
39 | Indianapolis | Indiana | $289,300 | $1,666 |
40 | New Orleans | Louisiana | $265,200 | $1,609 |
41 | Memphis | Tennessee | $268,600 | $1,587 |
42 | Birmingham | Alabama | $276,500 | $1,581 |
43 | Cincinnati | Ohio | $252,200 | $1,546 |
44 | Buffalo | New York | $206,800 | $1,479 |
45 | St Louis | Missouri | $231,100 | $1,476 |
46 | Detroit | Michigan | $227,000 | $1,464 |
47 | Louisville | Kentucky | $246,000 | $1,464 |
48 | Oklahoma City | Oklahoma | $227,300 | $1,450 |
49 | Cleveland | Ohio | $191,400 | $1,295 |
50 | Pittsburgh | Pennsylvania | $175,000 | $1,174 |
National | $371,200 | $2,268 |
So to afford a median-priced home in the country, an American needs to earn closer to $100,000 a year, up from $75,500 in 2022. And even then, they would be priced out of owning a home in nearly half of the 50 largest cities in the country.
As a result Americans may yet further delay home ownership. Renting is now a far more attractive option, thanks to the biggest difference between rent and mortgages in over 50 years.
Where Does This Data Come From?
Source: Home Sweet Home (HSH).
Note: HSH used different sources for their median home prices, mortgage rate, property taxes and home insurance figures for their analysis. Please visit their website for more information.
Other: If other personal debts exceed 8% of one’s given monthly gross income, this may increase the salary needed to qualify for a mortgage.
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