Mapped: The Distribution of Global GDP by Region
Gross domestic product (GDP) measures the value of goods and services that an economy produces in a given year, but in a global context, it is typically shown using country-level data.
As a result, we don’t often get to see the nuances of the global economy, such as how much specific regions and metro areas contribute to global GDP.
In these cartograms, global GDP has been normalized to a base number of 1,000 in order to show a more regional breakdown of economic activity. Created by Reddit user /BerryBlue_Blueberry, the two maps show the distribution in different ways: by nominal GDP and by GDP adjusted for purchasing power parity (PPP).
Before diving in, let us give you some context on how these maps were designed. Each hexagon on the two maps represents 0.1% of the world’s overall GDP.
The number below each region, country or metropolitan area represents the number of hexagons covered by that entity. So in the nominal GDP map, the state of New York represents 20 hexagons (i.e. 2.0% of global GDP), while Munich’s metro area is 3 hexagons (0.3%).
Countries are further broken down based on size. Countries that make up more than 0.95% of global GDP are broken down into subdivisions, while countries that are smaller than 0.1% of GDP are grouped together. Metro areas that account for over 0.25% of global GDP are featured.
Finally, it should be noted that to account for some outdated subdivision participation data, the map creator calculated 2021 estimates for this using the formula: national GDP (2021) x % of subdivision participation (2017-2020).
Nominal vs. PPP
The above map is using nominal data, while the below map accounts for differences in purchasing power (PPP).
Adjusting for PPP takes into account the relative value of currencies and purchasing power in countries around the world. For example, $100 (or its exchange equivalent in Indian rupees) is generally going to be able to buy more in India than it is in the United States.
This is because goods and services are cheaper in India, meaning you can actually purchase more there for the same amount of money.
Anomalies in Global GDP Distribution
Breaking down global GDP distribution into cartograms highlights some interesting anomalies worth considering:
- North America, Europe, and East Asia, with a combined GDP of nearly $75 trillion, make up 80% of the world’s GDP in nominal terms.
- The U.S. State of California accounts for 3.7% of the world’s GDP by itself, which ranks higher than the United Kingdom’s total contribution of 3.3%.
- Canada as a country accounts for 2% of the world’s GDP, which is comparable to the GDP contribution of the Greater Tokyo Area at 2.2%.
- With a GDP of $3 trillion, India’s contribution overshadows the GDP of the whole African continent ($2.6 trillion).
- This visualization highlights the economic might of cities better than a conventional map. One standout example of this is in Ontario, Canada. The Greater Toronto Area completely eclipses the economy of the rest of the province.
Inequality of GDP Distribution
The fact that certain countries generate most of the world’s economic output is reflected in the above cartograms, which resize countries or regions accordingly.
Compared to wealthier nations, emerging economies still account for just a tiny sliver of the pie.
India, for example, accounts for 3.2% of global GDP in nominal terms, even though it contains 17.8% of the world’s population.
That’s why on the nominal map, India is about the same size as France, the United Kingdom, or Japan’s two largest metro areas (Tokyo and Osaka-Kobe)—but of course, these wealthier places have a far higher GDP per capita.
Visualizing the Most Sought-After Entry Level Jobs in 2023
Some jobs need a degree, while others don’t. Here are the top 20 most sought-after entry level jobs with and without a degree.
The Most Sought-After Entry Level Jobs of 2023
In the fast-paced realm of job hunting, staying ahead of the curve is crucial. And if you are an entry-level job applicant, the pressure is a notch higher.
New entrants in any job market today compete with groundbreaking technology like ChatGPT in addition to their peers. In the United States, these applicants have to also wade through an uncertain labor market, inflation, and long lists of job requirements.
Indeed.com has identified the most sought-after entry level positions for applicants both with and without a degree in the U.S., and the year-on-year growth of these job postings.
Most Sought-After Entry-Level Jobs With a Degree
As the U.S. job market recovers from its pandemic slump, some careers are now booming. This in turn has opened up numerous opportunities for entry-level job applicants.
|Rank||Job Title||Average Annual Salary||Change in Postings
|1||Outside Sales Representative||$60,000||+258%|
|8||Network Operations Technician||$85,500||+94%|
|9||Mental Health Manager||$42,000||+93%|
|12||Patient Access Manager||$90,000||+77%|
|14||Lead Generation Specialist||$62,500||+73%|
|16||Pharmaceutical Sales Representative||$74,378||+71%|
|18||Special Events Coordinator||$54,000||+67%|
The demand for sales jobs multiplied this year as customer-facing businesses slowly returned to their pre-pandemic levels.
At the top of this list is the job for an Outside Sales Representative. Paying upwards of $60,000, postings for this job have grown by over 250% in a year, making it the most sought-after position for applicants with a degree.
The healthcare industry has secured its place in the top ranks too. Careers including mental health case managers, speech pathologists, behavioral therapists, and patient access managers dominate the Top 20 list.
Let’s not forget about the tech sector. While entry-level network technicians can earn upwards of $85,000 on average, while IT engineers are paid an entry package of over $90,000.
Most Sought-After Entry-Level Jobs Without a Degree
Nearly 65% of the U.S. working population does not have a four-year degree. However, millions of these workers continue to be highly skilled across professions and have a shot at some of the most sought-after entry level jobs in the country.
|Rank||Job Title||Average Annual Salary||Change in Postings
|2||Auto Body Technician||$82,500||+100%|
|3||Environmental Health and Safety Specialist||$65,000||+100%|
|7||Sheet Metal Mechanic||$62,140||+67%|
|8||Aircraft Maintenance Technician||$57,500||+64%|
|11||Route Sales Representative||$50,000||+51%|
|13||Distribution Center Coordinator||$52,500||+47%|
|14||General Maintenance Technician||$40,650||+46%|
|15||Patient Care Coordinator||$43,152||+44%|
|18||Field Sales Representative||$57,018||+42%|
One example of this job is that of an Inventory Manager. The demand for skilled inventory managers in warehouses and companies post-pandemic has doubled the position’s job share in a year.
One of the highest paying non-degree jobs in this list—Auto Body Technician—can fetch highly-skilled entry-level workers a salary of $82,000 per year.
These jobs don’t seem to require a degree according to Indeed. However, the rising competition for these positions might give the upper edge to applicants with one, especially for jobs on the list such as Business Analyst and Relationship Banker.
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