What Does it Cost to Run Big Business?
How much does it cost to run one of America’s largest corporations? For household names like Apple, Costco and Walmart, well over $100 billion each year.
To get a better sense of their massive scale, this chart compiles financial data from some of the largest Fortune 500 companies, and includes U.S. military spending as an additional point of comparison.
|Entity||Cost of Operations, USD billions||Revenues, USD billions||Operating Margin, %|
|U.S. Military Spending||$778||N/A||N/A|
To determine each company’s total cost of operations, we combined its selling, general & administrative expense (SG&A) and its cost of goods sold (COGS).
SG&A covers all of the costs associated with selling products and services, as well as managing day-to-day operations. This includes employee salaries, office rent, and marketing expenses. COGS refers to any costs directly associated with producing goods, such as raw materials and labor.
Operating Costs vs. Military Spending
At $778 billion, U.S. military spending in 2020 was the highest in the world. It dwarfs that of China, which took second place with $252 billion in spending. Beyond these two, there are no other countries that spent more than $100 billion on defense.
Massive government budgets like this may seem untouchable, but today’s chart proves otherwise. As the largest employer and retailer in America, Walmart spent $537 billion (70% of U.S military spending) to keep itself running.
Combine this with Amazon’s operating costs, and we reach $900 billion in expenses (16% more than U.S. military spending).
More Costs Doesn’t Mean More Profits
These businesses may be expensive to run, but how good are they at making money?
This can be measured by operating margin, which determines how much profit is generated from each dollar of revenue, after operating costs are deducted. We calculate it with a simple formula: operating earnings divided by revenues. Operating earnings are revenues less SG&A and COGS.
From the companies in this graphic, Apple had the greatest operating margin at 38%. Walmart was at the opposite end of the scale with a 4% margin.
This highlights the differences in business strategy. Walmart’s competitive advantage is cost leadership, meaning it strives to beat its competitors by offering the lowest prices possible. The retailer’s sheer scale (4,743 locations across the U.S.) is what enables this strategy to be effective.
Apple, on the other hand, combines strong branding and premium quality to command a high price for its products. This results in greater margins and valuations—at the time of writing, Apple is the world’s most valuable corporation with a market cap of $2.4 trillion.
Chart: 30 Years of Wildfires in America
Here’s a look at the number of wildfires in America that have occurred each year since 1990, and the acres of forest land scorched during that period.
30 Years of Wildfires in America
This summer, record-breaking droughts and relentless heat waves have fueled disastrous wildfires across the United States. It’s gotten so bad, the state of California has decided to shut down all national forests for two weeks to stop the spread.
But how disastrous has this year been compared to previous years? This graphic gives a historical look at the number of wildfires in America that have occurred each year since 1990, and the acres of forest land scorched during that period.
Total Wildland Fires and Acres from 1990 to 2020
In the U.S., an average of 70,000 wildfires burn through 5.8 million acres of land each year. But some years have been worse than others.
|Year||# of Fires||# of Acres Burned|
*note: 2021 figures as of September 3, 2021
One particularly bad year was 2006, which had over 96,000 fires and destroyed 9.9 million acres of land across the country. It was the year of the Esperanza Fire in California, which burned 40,000 acres and cost $9 million in damages.
2015 was also a devastating year, with over 10.1 million acres destroyed across the country–the worst year on record, in terms of acres burned.
Climate Change’s Role in Wildfires
Wildfires are only expected to worsen in the near future since warmer temperatures and drier climates allow the fires to grow quickly and intensely.
We’re already starting to see climate change impact the wildfire season. For instance, autumn is usually peak wildfire season for California, but this year, one of the largest fires on record started in mid-July, and is still burning as of the date of publication.
Editor’s note, September 20, 2021: In the post above, we said that California closed downed down all national parks for two weeks, starting August 31st. In fact, they closed down all national forests.
Visualizing the Typical Atlantic Hurricane Season
While the Atlantic hurricane season runs from June to late November, about 85% of activity happens between August, September, and October.
Explained: The Typical Atlantic Hurricane Season
On August 29, 2021, Hurricane Ida hurled into the state of Louisiana at rapid speed. With winds of 150 mph, preliminary reports believe it’s the fifth strongest hurricane to ever hit the U.S. mainland.
As research shows, Hurricane Ida’s impact hit right at the peak of the Atlantic hurricane season. Here’s a brief explainer on the basics of hurricanes, how storms are classified, and what a typical storm season looks like in the Atlantic Basin.
Let’s dive in.
Classifying a Storm
Hurricanes are intense tropical storms that are classified by their wind speed. What’s the difference between a hurricane, a typhoon, and a cyclone? They’re essentially the same thing, but are named differently based on their location:
- Hurricane is used for storms that formed in the North Atlantic, central North Pacific, and eastern North Pacific (impacting countries like the U.S.)
- Typhoon is used for storms in the Northwest Pacific (impacting countries like Japan)
- Tropical Cyclone is used for storms in the South Pacific and Indian Ocean (impacting countries like Fiji and India)
Since we’re focusing on the Atlantic, we’ll be using the term hurricane and/or storm throughout the rest of this article.
A storm needs to reach a certain wind speed before it gets classified as a hurricane. Storms with wind speeds of:
- <73 mph are considered Tropical Storms
- 74-110 mph winds are considered Hurricanes
- 111 mph+ winds are considered Major Hurricanes
Breaking Down the Atlantic Hurricane Season
Generally, Hurricanes form in the warm ocean waters in the central Atlantic and Gulf of Mexico, following westward trade winds and curving up towards the North American mainland. Hurricanes are formed when these specific elements come into play:
- A pre-existing weather disturbance such as a tropical wave
- Water at least 80ºF (27ºC) with a depth of at least 50 meters
- Thunderstorm activity
- Low wind shear (too much wind can remove the heat and moisture hurricanes use for fuel)
The Atlantic hurricane season technically lasts six months, beginning on June 1st and ending in late November. However, 85% of activity happens between August, September, and October.
Each subregion in the Atlantic has its own unique climatology, which means peak seasons can vary from place to place—for example, south Florida sees the most hurricanes in October, while the entire Atlantic Basin’s peak season is early-to-mid September.
Climate Change and Hurricanes
According to the Center of Climate Change and Energy Solutions, it’s unclear whether climate change will increase the number of hurricanes per year.
However, research indicates that warmer weather and high ocean temperatures will most likely lead to more intense storms, ultimately causing more damage and devastation.
» Want to learn more about climate change? Here’s an article on The Paris Agreement: Is The World’s Climate Action Plan on Track?
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