Interactive: Visualizing Median Income for All 3,000+ U.S. Counties
When thinking about the United States and its economy, we often think in terms of maps.
That’s why we have previously visualized the country’s $18 trillion economy by comparing specific regions to similarly sized countries. It’s also why we have shown the extreme variance in population distribution across counties, or highlighted the average income of the “Top 1%” throughout the country.
But there is perhaps nothing more telling or interesting to explore than the “granddaddy” of all economic maps: an interactive visualization of median household income.
That’s why today’s fantastic interactive map from Overflow Data is such a treat. It covers all 3,007 U.S. counties using color coding to show the richest and poorest counties based on median income, and it also allows users to drill down to the stats on counties at the state level.
Coasts, Mountains, and Oil
While the areas around coastal cities like San Francisco, Los Angeles, New York City, Boston, or Washington, D.C. are often thought of as the wealthier parts of the country, this map helps reveal two other “belts” in the country with median incomes well above the national average of $53,889.
The first is in the mountains through states like Utah, Colorado, Wyoming and even parts of Nevada – where there is a cluster of more than 40 counties with median incomes of $60,000 or above. Aside from upscale ski areas in places like Summit County, UT or Jackson, WY, the counties in this belt also feature cities like Boulder, CO, or Salt Lake City, UT.
Areas that are rich in natural resources, such as parts of Alaska, Texas, and North Dakota, also tend to have more counties with above average median incomes. For example, Williams County, ND, is in the middle of the Bakken oilfield – and the median household income there is $88,013.
In Alaska, the northernmost county of North Slope Borough has less than 8,000 residents, but they boast a median household income of $72,576.
On this map, the less wealthy areas are also very evident – and they tend to be most concentrated in the Southeast region of the country.
Many states, including ones like Kentucky, Alabama, Mississippi, Montana, Louisiana, Missouri, New Mexico, Arkansas, Texas, West Virginia, North Carolina, South Carolina, and South Dakota, all have some counties that are at the very low end of median income spectrum.
More specifically, there are only two counties in the country that have income levels below $20,000: Sumter County, AL, and McCreary County, KY.
Mapped: The World’s Top 10 Cities in 2035
Cities are heavy hitters in the global economy. Where will the top 10 cities be in 2035—based on GDP, population, and annual growth?
Mapped: Where Will The Top 10 Cities Be in 2035?
Cities are the engines of the modern economy. Over half of the world now lives in urban areas, and urbanization continues to shape the trajectory of global growth in unprecedented ways.
However, the most important cities of today may be quite different than those leading the charge in the future. This week’s chart looks forward to 2035, using a report by Oxford Economics to forecast the top 10 cities by measures of economic size, population, and GDP growth rate.
Each map is categorized by one of these metrics—and depending on which one you look at, the leaders vary greatly.
Top 10 Cities by Projected GDP
The top 10 cities by gross domestic product (GDP) in 2035 will be fairly widespread. Three cities are expected to be in the U.S.—New York, Los Angeles, and Chicago. The Big Apple’s forecasted $2.5 trillion GDP likely stems from its strong banking and finance sectors.
|#1||New York||🇺🇸 United States||$2.5T|
|#3||Los Angeles||🇺🇸 United States||$1.5T|
|#4||London||🇬🇧 United Kingdom||$1.3T|
|#8||Chicago||🇺🇸 United States||$1.0T|
Four cities will be found in China, while London, Paris, and Tokyo are set to round out the last three. Interestingly, Tokyo is the #1 city today, with an estimated $1.6 trillion GDP in 2019.
Altogether, these top 10 cities will contribute an impressive $13.5 trillion in GDP by 2035. Clusters of such metropolitan areas are typically considered megaregions—which account for a large share of global economic activity.
Top 10 Cities by Future Population
Next, it’s clear that top cities by population will follow a distinct global distribution. By 2035, the most highly-populated cities will shift towards the East, with seven cities located in Asia.
|#1||Jakarta||🇮🇩 Indonesia||38 million|
|#2||Tokyo||🇯🇵 Japan||37.8 million|
|#3||Chongqing||🇨🇳 China||32.2 million|
|#4||Dhaka||🇧🇩 Bangladesh||31.2 million|
|#5||Shanghai||🇨🇳 China||25.3 million|
|#6||Karachi||🇵🇰 Pakistan||24.8 million|
|#7||Kinshasa||🇨🇩 DR Congo||24.7 million|
|#8||Lagos||🇳🇬 Nigeria||24.2 million|
|#9||Mexico City||🇲🇽 Mexico||23.5 million|
|#10||Mumbai||🇮🇳 India||23.1 million|
While Jakarta’s 38 million-strong population is expected to emerge in first place, the city may not retain its status as Indonesia’s capital for much longer. Rising sea levels and poor water infrastructure management mean that Jakarta is rapidly sinking—and the government now plans to pivot the capital to Borneo island.
On the African continent, Kinshasa and Lagos are already among the world’s largest megacities (home to over 10 million people), and will hold top spots by the turn of the century.
Population and demographics can be major assets to a country’s growth. For example, India’s burgeoning working-age demographics will present a unique advantage—and the country is projected to contain several of the fastest growing cities in the coming years.
Top 10 Cities By Estimated Annual GDP Growth
When comparing cities based on their pace of economic growth, there are some clear standouts. Average annual GDP growth across cities is 2.6%, but the top 10 surpass this by a fair amount.
The kicker? All of 2035’s major players will be found in Asia: four of the fastest-growing cities will be in mainland China, another four in India, and the last two in Southeast Asia.
At #1 by 2035 is Bangalore with an expected 8.5% annual growth forecast—its high-quality talent pool makes the city a breeding ground for tech startups. Jakarta makes another appearance, with its projected 5.2% growth at double the city average.
Shanghai finds its way onto all three lists. The commercial capital hosts the world’s busiest port, and one of China’s two major stock exchanges. These sectors could help boost Shanghai’s annual GDP growth to 5% in 2035.
Looking to the Future
Of course, any number of variables could impact these 2035 projections, from financial recessions and political uncertainty, to rapid urbanization and technological advances.
But one thing’s certain—in the coming decades, cities are where many of these factors will converge and play out.
Visualizing Social Media Use by Generation
Every generation has the same desire for connection, but the way in which we connect over social media differs across age groups and regions.
Visualizing Social Media Use by Generation
Our world has never been more connected than it is today.
Nearly two-thirds of the world’s population is plugged into the matrix, with over 4.4 billion internet users across multiple device types. We use these devices for work and for play—and social media has altered the way we interact both online and offline.
Today’s infographic from Global Web Index compares key generational and regional differences of social media use based on data from nearly 114,000 internet users, highlighting how pervasive social media has become in our lives.
Note: China is excluded from the usage data regarding specific social networks and apps.
From Age to Age: Social Media by Generation
How does the use of social media vary by generation?
Boomers currently rank last in nearly every category and metric when it comes to technology and social media use. This generation didn’t grow up inundated with technology in the way today’s youth are.
However, Boomers are showing the greatest increase in activity on social media platforms. For example, usage of Instagram and WhatsApp is up 59% and 44% respectively for this group since 2016, which is more than double the global average.
Also known as the ‘MTV Generation’, the Gen X group was the last generation to grow up before the Internet truly took off. The early years of this group were marked by a burst of new technologies, from wireless phones to personal computers.
On average, Gen Xers spend nearly two hours on social media per day—less than Millennials and Gen Z, but more than Boomers.
Perhaps surprisingly, Millennials show a slow down in the time spent on social media. From 2017-2018, screen time for Millennials on social media decreased by one minute, to 2 hours 38 minutes per day. This trend points to Millennials seeking real-life experiences and better engagement from the brands they interact with online, rather than passive scrolling.
Other factors also play a role in this evolution─nearly 50% of Millennials admit that their activity on social media has caused them to overspend to impress their networks.
Gen Z is the first group in history that has never known a world without the Internet. Immersed in the online world since birth, Gen Z surpasses Millennials in daily activity on social media with 2 hours 55 minutes spent per day.
North American, Latin American, and European Generation Z-ers lead in the number of social accounts they’re actively using. Many are also moving away from platforms like Facebook in favor of multimedia-heavy sites such as YouTube and Instagram.
Social Media by the Numbers
Social media sites measure the number of unique users on the platform each month as a metric of success. Below is a snapshot of the five major social media sites shown in today’s graphic and their active user count.
Monthly Active Users (MAU) as of July 2019
- Facebook: 2.4 billion
- YouTube: 2 billion
- WhatsApp: 1.6 billion
- Instagram: 1 billion
- Twitter: 330 million
Even more striking is what happens in a social media minute:
- 41.6 million messages sent over Facebook Messenger and WhatsApp
- 347,222 people are scrolling Instagram
- 87,500 people posting to Twitter
- 4.5 million videos on YouTube being watched
Social Media’s Role in Retail
Social media has evolved from simply keeping us connected to our friends. Users can now access career tools, engage with their favorite companies, stay current with global events, and find love.
Across all regions and generations, social media has propelled e-commerce into the limelight. More than ever before, social media sites are being used for product research, brand engagement, and online purchases. For example, Instagram now offers one-click shop features that allow users to buy what they see immediately, with a simple tap on their screens.
The greatest growth in e-commerce, however, has been the influencer industry. These star-studded internet personalities boast massive online followings from a wide range of demographics—and companies are taking notice.
In 2018, 72% of major brands stated that they were outsourcing a significant portion of their marketing resources to online influencers. Followers feel as though they’re getting a product recommendation from a friend, making them more likely to buy quickly.
Social Media Growth
Despite the rate of social media growth slowing down, social media use is still growing. From 2017 to 2018, the average person increased usage by three minutes per day, while becoming a new user of 0.8 social media accounts.
Social media is a broad, multi-faceted, and complex industry that appeals to a wide range of cultures, age groups, and personalities. While growth in social media activity may be slowing down, a growing global population may mean we’ll see more opportunities to stay connected.
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