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Rent Increase: These Cities Had the Biggest Rent Hikes in the US

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After falling precipitously during the height of the pandemic, rents have bounced back, according to a . In fact, rental prices are at an all-time high from coast to coast.

George Ratiu, senior economist at Realtor.com, said rent spikes in areas like Florida and the rest of the Sun Belt might be the most surprising to some people. 

“Cities like Jacksonville and Orlando are traditionally quite affordable — and historically, places where young professionals might go to start their careers,” he told CNET. “But their business-first approach toward the pandemic left them with relatively strong economies and a large influx of residents.”

Below, check out the 12 cities with the biggest percentage rent increase over the past year. For more, learn and learn whether you .

Why cities are seeing big rent spikes 

Increasing rents are a sign that cities are returning as desirable destinations for professionals, said Realtor.com economist . 

“The pandemic is receding, at least the regulatory and legislative response to it,” Ratiu told CNET.

Texas and Florida, in particular, “had really fast rebounds,” he added. Both states had multiple metro areas in the top dozen year-over-year rental increases nationwide.

A also found South and Central Florida were the most in-demand markets for renters. It examined criteria like how many days apartments sat vacant, how many prospective renters applied for each unit, what percentage of renters renewed their lease and the percentage of apartments that were occupied.Miami-Dade County emerged as the nation’s most competitive rental market, according to RentCafe’s report.

But Raitu said rents in cities that had more drastic shutdowns — like Boston, Los Angeles and New York — are rebounding, too. 

According to Realtor.com’s findings, four out of five of the most expensive cities in which to rent a one-bedroom apartment are in California — San Jose ($3,324), San Diego ($3,182), San Francisco ($3,171) and Los Angeles ($3,051) — with New York City ($2,989) the lone outlier.

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“The allure of cities has not gone away,” Raitu said. “The pandemic cast a long shadow on densely populated areas, but people are on the move again.”

A shortage of housing stock and higher interest rates have also made renting more attractive. Even with rents reaching new highs, renting is still more affordable than buying a starter home . 

Nationwide, the average mortgage on a first home in June was 30% higher than the typical rent payment. 

Cities with the biggest rent increases

12. New York City

A restaurant on New York's Lower East Side

The average rent in Manhattan rose more than 20% over last year, topping $5,000 for the first time.

Busà Photography/Getty Images

In the New York metro area — which encompasses all five boroughs, as well as Newark and Jersey City, New mlb jersey — the median rent on a one-bedroom apartment reached $2,693 in June 2022, a touch over 18% over last year.Not all neighborhoods are equal: According to a separate by Douglas Elliman and Miller Samuel, the average rental in Manhattan topped $5,000 in June for the first time ever. That’s more than 20% higher than June 2021, when $3,922 was the average.

11. San Antonio

Riverwalk in downtown San Antonio.

Riverwalk in downtown San Antonio.

F11photo/Getty Images

Median rents in the San Antonio-New Braunfels area rose just over 18% to reach $1,296 a month.Occupancy rates are at 92.6%, the second highest in Texas after Dallas’ 93.2%, according to .

10. San Jose, California  

palm trees and buildings in San Jose, Calif.

A vote on a bill to help qualified nonprofits in Silicon Valley manage apartment buildings has been postposed to next year.

Sundry Photography/Getty Images

In the San Jose metro area, which includes Sunnyvale and Santa Clara, median rents rose just under 19%, to $3,104 a month.

In March, the San Jose City Council was expected to vote on the Community Opportunity to Purchase Act, or COPA, which would bring more affordable housing to Silicon Valley.

But vote on the bill, which would give qualified community organizations the first shot at purchasing rental properties, was first postponed to October and .

9. Dallas

Dallas skyline at night

More apartments are being built in the Dallas-Fort Worth area than anywhere else in the US.

Pgiam/Getty Images

In the Dallas-Fort Worth-Arlington region, the median rent on a one-bedroom unit also rose about 19%, to $1,567.

“It’s insane. The rental market here is as crazy, if not crazier, than the sales market,” realtor Rogers Nealy . “It’s just a very classic case of economics 101… where, thankfully, the demand is substantially higher than the supply.”That may shift: There are than anywhere else in the US, according to the Dallas County Appraisal District.

8. Raleigh, North Carolina

A participant at Raleigh Pride 2022.

A participant poses for a photo at Raleigh Pride 2022. 

Allison Joyce/AFP/Getty Images

After dipping in late 2021, rents in Raleigh have ratcheted back up: Renters in The Triangle area are paying about $1,562 a month for a one-bedroom apartment. That’s still affordable compared with many other metro areas, but it’s 19% more than this time last year. 

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7. Charlotte, North Carolina

NASCAR Hall of Fame

The NASCAR Hall of Fame in Charlotte, North Carolina.

Streeter Lecka/Getty Images

In the metro area that includes Charlotte, Concord and Gastonia, North Carolina, rents rose a little over 19%, to $1,659.

6. Boston      

yellow tulips in Boston Common

Rents in the greater Boston area rose 20% from June 2021 to June 2022.

S. Greg Panosian/Getty Images

In June 2022. the median rent for a one-bedroom in the Boston metro area — incorporating Cambridge, Massachusetts, and Newton, New Hampshire — was $2,757, or ncaa jerseys roughly 20% more than it was last year.”We’re coming out of COVID,” Melvin Viera Jr., president of the Greater Boston Association of Realtors,  in April. “People are starting to realize that, ‘Hey, can I live back in the city again.’ Also, we have a lot of colleges. So you have that pressuring demand.”

5. Providence, Rhode Island

Downtown Providence at dusk

Barnaby Evans’s public installation WaterFire on the rivers in Providence.

Yiming Chen/Getty Images

The median rent for a two-bedroom unit in the Providence-Warwick metro area is now $1,908, a little under 23% more than it was in 2021.

4. San Diego

San Diego's Gaslamp District

San Diego’s Gaslamp District

Marlenka/Getty Images

Rents for one-bedroom units in the San Diego-Carlsbad region of California rose 23%, to $2,943. A February found that, when looking at incomes and median home prices, San Diego surpassed San Francisco as the least affordable housing market in the US.

3. Orlando, Florida

Lake Eola Park in downtown Orlando, Florida

Lake Eola in downtown Orlando.

A Photo Story/Getty Images

Rents in the Orlando-Kissimmee-Sanford metro area have jumped 23% since last year, reaching $1,833 for a one-bedroom apartment.

Since the start of the pandemic, the average Orlando renter has seen an increase of $380 per month. 

“We have an affordability crisis right now,” Lisa McNatt, Orlando market analyst for rental-tracker CoStar, . “Orlando used to be a very affordable home market.” 

2. Austin, Texas

Sixth Street in Austin Texas at night

Austin’s Sixth Street is known for its bars and clubs.

John Coletti/Getty Images

In the decade prior to the pandemic, the Texas capital saw a population explosion of and the arrival of tech giants like Apple, Google, Oracle and Tesla. Now that COVID worries have receded, rents in the Austin metro area have increased again.The median rent for a one-bedroom unit spiked almost 24% from last year, to $1,720.

1. Miami 

view of Miami with highrises and palm trees along a waterway

East Coasters flocked to Miami during the pandemic, drawn by more outdoor space and laxer lockdown protocols.

Sylvain Sonnet/Getty Images

According to Realtor.com, rents in the Miami metro area — which includes Fort Lauderdale and West Palm Beach — saw the biggest spike, fueled by East Coast remote workers looking for warmer weather, lower taxes, more outdoor spaces and looser pandemic restrictions. The median rent on a one-bedroom apartment in Miami is now $2,494 a month, nearly 32% more than in 2021.

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Google and the Monk Skin Tone Scale: Here’s What You Need to Know

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What’s happening

Google has adopted a more diverse skin tone scale to reshape its artificial intelligence systems.

Why it matters

The new 10-shade scale could reduce racial bias and improve skin tone representation across Google’s popular services.

In mid-May, Google announced a partnership with Ellis Monk, an associate professor at Harvard, unveiling a more inclusive skin tone scale to better train Google’s artificial intelligence systems and improve racial and color representation in its products.

Using the more diverse 10-shade scale is designed to allow Google’s services to better see and understand images that feature people with darker skin tones. It’s a response to problems in the system that Google and other companies have used to classify skin tones for people of color.

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You can see one example of this AI technology at work in the US — the option to refine makeup-related queries by skin tone within Google search. Separately, the company also added filters tailored to darker skin in Google Photos. And that’s just the start.

As Google broadens its use of the Monk Skin Tone Scale to new services and other parts of the world, there’s a lot to learn about Google. Here’s what you need to know about how it’s trying to improve skin tone representation and how Google got there.

Shirley Cards were named after Shirley Page, a former Kodak employee who was the first person featured on these color reference cards. Eventually, more models were introduced — also primarily brunette and white.

99% Invisible

Google’s Real Tone feature on the Pixel 6

Now, our digital smartphones have largely superseded analog film. Yet, . Even in your camera app, lighter skin tones are still favored — .

And that’s why last year Google released its first AI-powered tool to help combat the racial biases in photography. , exclusive for the Pixel 6 and Pixel 6 Pro, improves how darker skin tones show up in photos and videos. Google worked with a team of diverse image experts to break down the process of properly shooting darker skin tones, and better train the decision-making algorithms used on their phones.

A Black man smiling next to the words Real Tone filters

The Real Tone filters improve how darker skin tones are portrayed in photos.

Google

For , Google focused on six areas to improve the camera for the Pixel phones, to make it more inclusive and create more authentic, accurate portraits for darker skin tones:

  • Face detection: The camera app is better at detecting faces with darker skin tones.
  • Auto-white balance: Darker skin tones are shown with more nuanced color temperature.
  • Auto-exposure: When adjusting exposure, darker skin tones won’t appear too bright or too dark.
  • Stray light: This reduces negative effects of stray light, mlb shirts which can make darker skin tones appear washed out.
  • Face Unblur: Cut down image blur for people with darker skin tones in low light.
  • Google Photos: Google Photos’ auto-enhance feature works better for darker skin tones.

What is the Monk Skin Tone Scale?

During Google I/O 2022, Google announced that it’s begun incorporating the Monk Skin Tone Scale into services, such as Google Search and Google Photos. The plan is to use the Monk Skin Tone Scale to help address the skin tone bias by better representing historically underrepresented skin tones.

The Monk Skin Tone Scale is a newer approach to categorize a more diverse range of skin tones. Google is using it during product development to create more representative datasets for training its AI models so they are more nuanced at detecting darker skin tones. 

Monk Skin Tone Scale 10 categories light to dark from left to right

The Monk Skin Tone Scale.

Google

, a Harvard associate professor in sociology, developed the skin tone scale a decade ago, and Google adapted it for its own digital use. Monk has extensively researched how technology intersects with race and ethnicity, in particular areas of artificial intelligence, machine learning and computer vision.

At Google, the 10-shade Monk Skin Tone Scale replaces the Fitzpatrick scale, a dermatologist-created system designed for reading ultraviolet radiation exposure. The Fitzpatrick scale has only got six skin tones, and most of them are for lighter skin. Google and other tech companies have relied on the Fitzpatrick scale for years to classify skin tones for their algorithms and to assess how well those algorithms are working.

How is the Monk Skin Tone Scale being used?

For now, Google is using the Monk Skin Tone Scale to improve skin representation in two of its popular services: Google Search and Google Photos.

In Search, the Monk Skin Tone Scale will help find and present more relevant results for those with darker skin tones. For example, if you search for a makeup-related query, Google will present color chips and a variety of faces that let you narrow down your search results based on skin tone. That should help you find something like a “winged eyeliner tutorial” photo for darker skin tones.

Thumbnails of eyelids from makeup tutorials

You’ll be able to filter photos by skin tone in Google Search.

Google

Google also used the Monk Skin Tone Scale to improve Google Photos with a series of Real Tone filters designed specifically for darker skin tones. These filters were created with the help of image creators who have experience in accurately depicting darker skin tones in photographs, and are now available for use in the app for iOS, nba jersey Android and the web. If you go to the Filters tab in the Google Photos editor, you’ll see new choices like Desert, Honey, Isla and Playa.

How else will Google use the new skin color scale?

Google hopes others will incorporate the Monk Skin Tone Scale as they label photos that appear on the web for image attributes like hair color and texture. Creators, brands and publishers can use these metadata options on their images and other web material so that search engines can better recognize them and surface them in searches when it’s relevant.

Google Skin Tone schema illustration of a Black woman's face with labels on her hair and cheek

You’ll be able to filter results by hair textures and colors too.

Google

Google released its Monk Skin Tone Scale classification system under liberal licensing terms, open to any researcher or company. Google hopes other tech companies will incorporate the scale into their own development processes.

And Google will continue working with Monk on improving the scale as well, including with tests to validate its use in other countries like Mexico, India, Nigeria and Brazil.

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