Political Calculations
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31 August 2021

After a year's hiatus with the coronavirus pandemic, median household income began noticeably rising in May 2021. But median new home sale prices are continued rising faster. The following chart shows the newly developing trend in the relationship between median new home sale prices and median household income.

U.S. Median New Home Sale Price vs Median Household Income, Annual: 1999 - 2019 | Monthly: December 2000 - July 2021

Let's recap the recent history. After a short spike to reach a record 5.45 times (5.45X) median household income in February 2018, the relative level of affordability of new homes in the U.S. improved after that point, bottoming at 4.88X in May 2020. A surge of demand after May 2020 has fueled inflating new home prices, which have risen to 5.38X median household income as of July 2021.

Which is to say that new homes are becoming less affordable for the typical American household. The following chart shows the current declining trend for affordability:

Relative Affordability of New Homes in U.S., Annual: 1967 to 2019, Monthly: December 2000 to July 2021

We'll report our estimate for median household income for July 2021 on 1 September 2021.

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30 August 2021

This edition of the S&P 500 chaos series won't be a surprise at all. On Friday, 27 August 2021 the Fed's minions went all out to set the expectations that the Fed will start slowing down and tapering its stimulus bond buys in the fourth quarter of 2021. Not uncoincidentally, the dividend futures-based model says investors are mostly fixing their forward looking focus on 2021-Q4, so mission accomplished for the minions.

Alternative Futures - S&P 500 - 2021Q3 - Standard Model (m=-2.5 from 16 June 2021) - Snapshot on 27 Aug 2021

Looking forward, we see the dividend futures-based model is about to enter another period where the volatility of past stock prices affects its projections of the future. We've updated the redzone forecast we've been showing in the 2021-Q3 chart since we first introduced it at the beginning of the quarter, which assumes investors will remain focused on 2021-Q4 from now until most of the way through the fourth quarter of 2021.

That's pretty much the week's news in a nutshell with respect to moving the markets. Here's the rest, where if you're not familiar with how little most political events affect stock prices, you might be surprised to see how little President Biden's fiasco in Afghanistan is affecting the market, which is paying much closer attention to what the Fed is planning to do.

Monday, 23 August 2021
Tuesday, 24 August 2021
Wednesday, 25 August 2021
Thursday, 26 August 2021
Friday, 27 August 2021

Over the last couple of months, we've been featuring our favorite sources of market data and news at the end of the weekly editions of the S&P 500 chaos series. Obviously, there are a lot more than what we've featured, so if you're reading this article on a site that RSS news feed and allows comments, please point to your favorites - we're always on the hunt for high quality news and data sites!

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27 August 2021

Not long ago, Markets in Everything, a running feature at Marginal Revolution, featured a bag designed to "comfortably" carry $1 million in "used" U.S. $100 banknotes, SDR Traveler's 1M Hauly. But MIE discovered two bits of bad news. First, it costs $220, and second, it is sold out at this writing!

The Inventions in Everything team was excited because this is a class of invention that we haven't covered previously, so we searched for patents related to the technology you would think would be incorporated into a bag designed to hold one million dollars. Specifically, we sought out an invention that would incorporate the one thing we think someone walking around with one million dollars in a bag would want: anti-theft security features.

That led us to U.S. Patent 9,161,596, for a Security Luggage Bag, which was patented by Robert Wesley Schlipper of Hong Kong on 20 October 2015.

What makes this invention special is that it incorporates a reinforcing wire mesh layer within a soft-sided fabric material that makes it both light weight and exceptionally difficult to cut open. Here's a figure from the patent illustrating how the mesh might be incorporated in all sides of a luggage bag.

U.S. Patent 9,161,596 Figure 5

With that technology in mind, we set out to search for an alternate product for comfortably and securely carrying that $1 million worth of $100 bills about that is currently available in the marketplace.

We first needed to figure out the minimum specifications we needed to shop for. A $100 bill measures 6.14 inches by 2.61 inches by 0.0043 inches and weighs 1 gram. $1 million worth of these bills would stack up to 43 inches in height and weigh 10 kilograms (a little over 22 pounds). In terms of volume for the banknotes, that's a little under 0.4 cubic feet or roughly 11.3 liters.

Having set that minimum, the IIE team found a product that can do the job of the unavailable $220 Hauly a lot more comfortably, securely, and inexpensively: Pacsafe's Metrosafe LS350 Anti-Theft 15L Backpack, which is available on Pacsafe's site for $119.95 and at Amazon for $99.95.

Pacsafe does make larger versions of the backpack, but we picked this one out because it appears to meet the basic requirements for comfortably and securely carrying $1 million in used $100 bills. Sandra Olsen at Backpacking Blueprint has a review of the backpack and its features.

While it does offer a pocket featuring RFID-blocking technology to hold small items like mobile phones and credit cards, the backpack doesn't provide the same option for the main compartment. Since many would consider that feature to be essential in the modern age, Faraday Defense's 17L EMP Waterproof Backpack might work as an alternate option. At a cost of $124.99 at Amazon, it costs more, but doesn't offer the anti-theft security features of Pacsafe's backpack. We think the ideal anti-theft security backpack would incorporate both technologies, but we found no products that did in our limited search.

Even the 1M Hauly bag doesn't incorporate RFID-blocking capability, yet at least SDR Traveler recognizes the need for such a product. Its Heist Shielding Pouch can add that capability to its 1M Hauly bag, at an additional cost of $440. Alas, it too is currently unavailable at this writing.

It does occur to us that the hardest part for developing an effective product in this category of innovation is getting the $1 million worth of $100 bills to properly conduct the necessary prototyping and field testing.


26 August 2021

When we talk about Campbell's Tomato Soup, we often refer to it as a product that hasn't much changed since it was first introduced to American consumers in 1897. But like the metaphorical Ship of Theseus, just about every aspect of the iconic product has been changed over the decades the product has existed. The recipe. The tomatoes. The can. The can's lining.

And also its iconic label, which has just been in the news because its basic design is being changed for the first time in 50 years. Campbell Soup (NYSE: CPB) posted the video announcement of the change on Twitter:

The company described the changes to its label in a press release:

Maintaining the famed red and white color blocking loved by generations, the redesigned Campbell’s label features several new elements to contemporize the brand while respecting its heritage — including a modernized logo scripture, which was based on founder Joseph Campbell’s original signature. Campbell’s fans will be able to spot more hidden elements, including the Campbell’s ‘C’ in the fleur de lis and slanted ‘O’ in soup that pays tribute to the letters from the first red and white label in 1898.

“We’ve been on a journey to reimagine this iconic brand and appeal to new generations of consumers who are cooking at home more than ever, while still honoring our rich history,” says Linda Lee, Chief Marketing Officer, Meals & Beverages, Campbell Soup Company.

What Lee doesn't mention is the 2021 changes in the label will help Campbell Soup save money on printing labels, reducing the complexity of the printing process it has been using during the past five decades. It's a seemingly small change that when multiplied by millions of cans produced per year, will produce significant savings, partially offsetting the inflation in other production and transportation costs Campbell Soup is coping with in 2021.

But only partially, since those other rising costs are larger. What the change means is that the price for consumers will rise more slowly than it otherwise would have had Campbell's not adapted the design of its labels.

Speaking of producing millions of cans of soup per year, we'll close with a 2019 video of Campbell Soup's labelling and palletizing line #3 at its Toronto facility in action.

Producing soup has changed too. At the time the video was posted, Campbell Soup was seeking to sell the featured production equipment.

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25 August 2021

Based on the latest estimates, the market cap for the new home market in the U.S. began to rebound in June 2021 and continued to rise in July 2021. The proof for that bold claim can be seen in the first chart below, which shows the trailing year average historic and inflation adjusted market capitalization for new homes sold in the United States from January 1976 through July 2021.

Trailing Twelve Month Average New Home Sales Market Capitalization, January 1976 - July 2021

After bottoming at a nominal $28.92 billion in May 2021, the market cap for new homes sold in the U.S. has risen to an initial estimate of $30.12 billion in July 2021. For the data shown in the chart, it takes roughly 6-10 months for the data to become finalized after the initial estimate, so these figures are subject to change, but overall, the estimate will capture the trend.

That's the good news. The bad news lies in what's behind the rebound for the U.S.' new home market cap....

Market capitalization is the product of the average sale price of new homes and the number of sales. The following chart shows the annualized trailing year average number of new home sales recorded in the U.S. from January 1976 through July 2021.

Trailing Twelve Month Average Annualized New Home Sales, January 1976 - July 2021

As you can see, the number of new home sales peaked in November 2020. The number of new homes sold each month since has been in a downtrend, including for the latest month of July 2021.

But the market cap of new homes sold in the U.S. has risen during the last two months. The only way that math works is if the average sale prices of new homes is rising faster than the number of sales is falling. In other words, new home sale prices are inflating faster than sales are being made.

That's not surprising, given how things have generally played out in the U.S. economy in 2021. But it does suggest that the new homes portion of the real economy of the U.S. is shrinking.

As we noted earlier, the data we're reporting today will be subject to revision for some time to come, so the final picture may look different than it does today. The real question is how different.


U.S. Census Bureau. New Residential Sales Historical Data. Houses Sold. [Excel Spreadsheet]. Accessed 24 August 2021. 

U.S. Department of Labor Bureau of Labor Statistics. Consumer Price Index, All Urban Consumers - (CPI-U), U.S. City Average, All Items, 1982-84=100[Online Application]. Accessed 11 August 2021. 


24 August 2021

This is the third and final snapshot in time we're presenting for the S&P 500 (Index: SPX) in the summer of 2021, this time focusing on the expectations for future quarterly dividends.

The following chart documents past quarterly dividend futures for the S&P 500 from 2020-Q3 through 2021-Q2 and shows the projected expectations for the index' future dividends per share from 2021-Q3 through 2022-Q3:

Past and Projected S&P 500 Quarterly Dividends per Share, 2020-Q3 through 2022-Q3

Sharp eyed readers will note that dividend futures do not follow calendar quarters, which makes them different from the figures reported by Standard and Poor for the index. Instead, they follow the terms of dividend futures contracts, which run from the end of the third Friday of the month ending the preceding quarter through the third Friday of the month ending the indicated quarter.


CME Group. S&P 500 Quarterly Dividend Index Futures. [Online Database]. Accessed 20 August 2021.

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23 August 2021

The S&P 500 (Index: SPX) closed at a new record high of 4,472.94 on Monday, 16 August 2021, retreated on Tuesday and Wednesday, then rebounded somewhat to close at 4,441.67 on Friday, 20 August 2021.

All in all, that puts the level of the S&P 500 just a bit below where the dividend futures-based model would set it for investors focusing on either 2021-Q4 or 2022-Q1 in setting current day stock prices.

Alternative Futures - S&P 500 - 2021Q3 - Standard Model (m=-2.5 from 16 June 2021) - Snapshot on 20 Aug 2021

We're emphasizing both these future quarter because the stock market underwent something akin to a minor Lévy flight event, which occurred as investors shifted at least a portion of their forward-looking focus inward from 2022-Q1 toward 2021-Q4. That shift was prompted by changing expectations for when the Federal Reserve might start tapering its stimulus bond buys. But it wasn't a major shift because there's not much difference between the expectations for changes in the growth rate of dividends for these upcoming future quarters, which is why stock prices did not change more than they did.

Looking ahead, the Federal Reserve's annual summer Jackson Hole meetings will take place (virtually) in this upcoming week. New information coming out from that event may have a larger impact on stock prices, particularly as it might provide a more firm expecation of when the Fed will start following through on its desire to start tapering its pandemic stimulus policies.

But when looking backward to the past week, there wasn't much market moving news for investors to use to set their outlooks for the months ahead. The headlines below attest to the relative quiet ahead of the Fed's Jackson Hole meetings.

Monday, 16 August 2021
Tuesday, 17 August 2021
Wednesday, 18 August 2021
Thursday, 19 August 2021
Friday, 20 August 2021

If you're looking for an RSS newsfeed featuring news affecting the stocks of multiple individual companies almost as soon as it hits the wires, you might check out Seeking Alpha's Market Currents.

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20 August 2021

Marcus du Sautoy has a very real talent for popularizing maths. His 10 episode 2010 BBC series A Brief History of Mathematics has become one of our favorite podcasts on any topic. It's a fantastic introduction to the breadth of mathematical developments that led to advancements in science.

Now, he has a new book out, Thinking Better: The Art of the Shortcut, which is already available in the U.K. and will be available in the U.S. from 19 October 2021, in which he explores maths as a human invention aimed at avoiding "huge slogs of hard work"!

The following 20 minute Numberphile video features him discussing the role of shortcuts in solving challenging problems more easily, but also the risks that may lie in cutting out too much information:

Some of the most tantalizing developments in maths today is oriented toward determining if shortcuts exist. It's the stuff the Clay Mathematics Institute's Millennium Prize Problems are made of!

19 August 2021

When we last checked in on Arizona's experience during the coronavirus pandemic, back on 15 July 2021, the number of cases in the state had begun to rise in a slow uptrend. Flashing forward in time to a month later, we find that Arizona is now experiencing much more rapid rise, having entered a third wave of coronavirus infections.

In the following chart, we've aligned the rolling seven-day averages for the number of COVID cases, new hospital admissions, and deaths to the approximate date of exposure for the Arizonans affected by the spread of the various strains of the SARS-CoV-2 coronavirus. The chart is presented in linear scale, where you can see the third wave of infections begin to accelerate at the end of June 2021, which coincides with the Phoenix Suns advancing to the finals in the NBA playoffs.

Arizona's Experience During the Coronavirus Pandemic, 15 March 2020 - 4 August 2021

The chart only visualizes where the available data for each date is at least 95% complete, where it takes slightly longer to reach that level of completeness for hospitalizations and longer still for deaths attributed to COVID-19 to be recorded. Since these data series are difficult to see in this first chart, here is the same data presented with the vertical scale shown in logarithmic scale.

Arizona's Experience During the Coronavirus Pandemic, 15 March 2020 - 4 August 2021, Logarithmic Scale

This chart has quickly become our favorite way to visualize this data, because with the data for each series indexed to the approximate date of initial exposure to coronavirus infection, we can easily see the data for each series has generally paralleled each other in the previous waves.

That characteristic is significant here because we can directly see the impact the COVID vaccines have had in reducing the rate of hospitalizations, which are rising much more slowly than would be predicted by the rate of cases. You can see that difference by comparing the dashed blue line which parallels the current trend for cases with the solid green line indicating COVID hospitalizations.

The data series for deaths is still too incomplete for Arizona's third COVID wave to confirm that pattern exists with this data as well, but it would be reasonable to predict it will show a similar pattern as hospitalizations.

Arizona ICU Bed Usage

Arizona's data for ICU bed usage for COVID indicates Arizona's hospitals have begun adapting to the rising number of serious COVID hospitalizations. Hospitals in the state began actively managing their ICUs to make more beds available for COVID patients beginning after the 4 July 2021 holiday, with a notable adjustment in the number of beds set aside for non-COVID patients roughly two weeks later. One month later, the Arizona hospitals added new ICU capacity. These changes are visible in the following chart:

Arizona COVID-19 ICU Bed Usage, 10 April 2020 - 15 August 2021, Logarithmic Scale

Compared to the earlier COVID waves, Arizona hospitals are seeking to accommodate higher numbers of non-COVID patients in ICUs. While that may change, that is an initial indication they see less risk of overwhelming ICUs with COVID patients during Arizona's third wave of coronavirus infections.

Previously on Political Calculations

Here is our previous coverage of Arizona's experience with the coronavirus pandemic, presented in reverse chronological order.


We've continued following Arizona's experience during the coronavirus pandemic because the state's Department of Health Services makes detailed, high quality time series data available, which makes it easy to apply the back calculation method to identify the timing and events that caused changes in the state's COVID-19 trends. This section links that that resource and many of the others we've found useful throughout the coronavirus pandemic.

Arizona Department of Health Services. COVID-19 Data Dashboard: Vaccine Administration. [Online Database]. Accessed 17 August 2021.

Stephen A. Lauer, Kyra H. Grantz, Qifang Bi, Forrest K. Jones, Qulu Zheng, Hannah R. Meredith, Andrew S. Azman, Nicholas G. Reich, Justin Lessler. The Incubation Period of Coronavirus Disease 2019 (COVID-19) From Publicly Reported Confirmed Cases: Estimation and Application. Annals of Internal Medicine, 5 May 2020. https://doi.org/10.7326/M20-0504.

U.S. Centers for Disease Control and Prevention. COVID-19 Pandemic Planning Scenarios. [PDF Document]. 10 September 2020.

More or Less: Behind the Stats. Ethnic minority deaths, climate change and lockdown. Interview with Kit Yates discussing back calculation. BBC Radio 4. [Podcast: 8:18 to 14:07]. 29 April 2020.

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18 August 2021

It's a good week for S&P 500 (Index: SPX) snapshots, where we're focusing on the index' market capitalization in this update.

But not just of the index as a whole. We've also identified the Top 10 firms making up the 505 stocks that make up the current composition of the S&P 500, where we find they collectively account for 27.8% of the index' entire market capitalization of $37.15 trillion.

S&P 500 Market Capitalization, Snapshot on 13 August 2021

The other 495 firms in the S&P 500 have a collective market capitalization of $26.8 trillion. That figure, coincidentally, was the entire market capitalization of all the companies of the S&P 500 back on 31 July 2020!

Here's the list of the top 10 components of the S&P 500 index:

  • Apple (NASDAQ: AAPL)
  • Microsoft (NASDAQ: MSFT)
  • Amazon (NASDAQ: AMZN)
  • Facebook (NASDAQ: FB)
  • Alphabet (A) (NASDAQ: GOOGL)
  • Alphabet (C) (NASDAQ: GOOG)
  • Tesla (NASDAQ: TSLA)
  • Berkshire Hathaway (B) (NYSE: BRK.B)
  • Nvidia (NASDAQ: NVDA)
  • JP Morgan Chase (NYSE: JPM)

The top two firms, Apple and Microsoft, have market caps in excess of $2 trillion each. Amazon, which ranks third, has a market cap of nearly $1.4 trillion. If we combine the market cap for the two classes of Alphabet stocks, the firm formerly known as Google would have a market cap in excess of $1.5 trillion. Separately, both Alphabet stocks fall below Facebook, which ranks fourth among the individual stock listings, having a market cap in excess of $854 billion.

Dropping down the list, Tesla has surged into the Top 10 of the S&P 500's components since our last snapshot from August 2020. Nvidia also joins the list in this edition.

Meanwhile Berkshire Hathaway carries over, but Johnson & Johnson has dropped out of the top ten, replaced by JP Morgan Chase.


Slickcharts. S&P 500 Companies by Weight. [Online Database]. Accessed 15 August 2021.

Ycharts. S&P 500 Market Cap. [Online Database]. 31 July 2020. Accessed 15 August 2021.

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17 August 2021

Every three months, we take a snapshot of the expectations for future earnings in the S&P 500 (Index: SPX) at approximately the midpoint of the current quarter, shortly after most U.S. firms have announced their previous quarter's earnings.

The biggest change since our last update three months ago is that Standard and Poor's latest forecast is projecting stronger earnings growth.

Forecasts for S&P 500 Trailing Twelve Month Earnings per Share, December 2017-December 2022, Snapshot on 12 August 2021

The more robust earnings growth can best be seen in the trailing year earnings per share projected for December 2021. Three months ago, S&P anticipated that figure would be $174.87 per share (shown in green), which is now expected to reach $186.09 per share (red).

If that outcome is realized, it would put the S&P 500's trailing twelve month earnings per share ahead of the trajectory that S&P projected back in February 2020 (orange), before the onset of the coronavirus pandemic recession hammered corporate earnings in the U.S.


Silverblatt, Howard. Standard & Poor. S&P 500 Earnings and Estimates. [Excel Spreadsheet]. 12 August 2021. Accessed 12 August 2021.

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16 August 2021

You would think more people would be excited by the prospects of the S&P 500 (Index: SPX) setting new highs on almost every day of the week. But we're in the summer doldrums, with investors waiting to see what news might emerge from the meetings of the Federal Reserve's minions later this month at Jackson Hole, Wyoming that might reshape their expectations for the future.

Still, seeing the S&P 500 drift higher is not a bad consolation prize to have to deal with while waiting to find out how the Fed might change its monetary policies.

Alternative Futures - S&P 500 - 2021Q3 - Standard Model (m=-2.5 from 16 June 2021) - Snapshot on 13 Aug 2021

In terms of the dividend futures-based model's projections, we've entered a very short term echo where the model's projections will be off for about a week. In the absence of news changing the outlook for investors, we should see the actual trajectory of the S&P 500 continue trending slowly upward to rejoin with the trajectory associated with investors focusing on 2022-Q1 in about a week.

This is one of those circumstances for which we could generate a redzone forecast, but which we won't because it'll be over soon enough to not make the exercise worthwhile. We'll have a bigger echo event to deal with several weeks from now, where we'll refine what we're currently showing in the chart as we get closer to it.

In the meantime, here's the major market moving news of the trading week ending on Friday, 13 August 2021.

Monday, 9 August 2021
Tuesday, 10 August 2021
Wednesday, 11 August 2021
Thursday, 12 August 2021
Friday, 13 August 2021

We've been sharing the higher quality news sources we make use of in preparing each edition of our S&P 500 chaos series over the last several weeks. This week, we'll point you toward the CME Group's FedWatch Tool, which is a good way to see how futures traders are betting on how much and when the Federal Reserve will next change short term interest rates in the U.S. Click through the date tabs at the top to see how the expectations change at different FOMC meeting dates in the future... if you look today (16 August 2021), you'll find greater than 50% odds of a quarter point or larger rate hike by the end of 2022-Q4!

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13 August 2021

We've reached the dog days of summer, when the hot sun combines with thick humidity to make just being outside a miserable experience. It might be different if you were doing something fun, but no, you have grass to mow.

Meanwhile, your little one is over there, having fun, riding their tricycle. That's when a spark of genius arrives, unleashing the inspiration of innovation. What if you took their tricycle, attached a mower to the back of it, then made them mow the grass for you?

The Inventions in Everything team imagines something like that must have happened to lead to today's featured invention, the tricycle lawnmower. Or as it's properly identified in U.S. Patent No. 4,455,816, the Pedal Operated Mower. Here's Figure 1 from the patent - tell us what we just described is not how this invention was inspired!

U.S. Patent 4,455,816 Figure 1

The summary of the invention identifies physical fitness, injury avoidance, and environmental benefits, but does nothing to dispell our idea of how this invention came to be:

An object and advantage of the present invention is to provide a pedal operated mower that does not consume fuel or make noises corresponding to engines for mowers, but provides an arrangement that is conveniently an exercising assembly for operators, both young and old.

Another object and advantage of the present invention is to provide a man powered machine in which the operator need not be required to start an engine and to endanger pulling his arm out of socket in order to crank the mower, but the invention provides a tricycle frame and pedal operated mower arrangement so that a young person or an older person is capable of operating the assembly for purposes of conveniently cuttingthe grass while at the same time obtain exercise while grooming the yard.

We don't see many adult size tricycles like that presented in the invention's illustration available for sale in today's marketplace, so we can only assume the primary operators of the invention will be in the Age 4-6 demographic. To which we say to inventor Deanna Porath, well done!


12 August 2021

The triple dip global recession from the coronavirus pandemic continued deepening in July 2021.

Evidence supporting that conclusion is visible in the falling rate at which carbon dioxide is being added to the Earth's atmosphere. The trailing year average of that rate continued to fall in July 2021, as shown in the latest update to the chart tracking its history since January 1960.

Trailing Twelve Month Average of Year-Over-Year Change in Parts per Million of Atmospheric Carbon Dioxide, January 1960 - July 2021

Since December 2019, a net reduction of 0.49 parts per million of atmospheric carbon dioxide has been recorded in the trailing twelve month average of the year over year rate of change in atmospheric carbon dioxide levels measured at the remote Mauna Loa Observatory. We can convert that change into an estimate of the lost GDP for the global economy using the following tool. If you're accessing this article on a site that republishes our RSS news feed, please click through to our site to access a working version of the tool.

Change in Atmospheric Carbon Dioxide
Input Data Values
Change in Carbon Dioxide in Atmosphere [Parts per Million]
World Population [billions]

Change in Amount of Carbon Dioxide Emitted into Atmosphere
Calculated Results Values
Carbon Dioxide Emissions [billions of Metric Tonnes]
Estimated Net Change in World GDP [trillions]

Using these default values, we estimate the net loss to global GDP since the SARS-CoV-2 coronavirus emerged in China and began impacting the world economy is closing in on $16.3 trillion.


National Oceanographic and Atmospheric Administration. Earth System Research Laboratory. Mauna Loa Observatory CO2 Data. [Text File]. Updated 5 August 2021. Accessed 5 August 2021.

Previously on Political Calculations

Here is our series quantifying the negative impact of the coronavirus pandemic on the Earth's economy, presented in reverse chronological order.

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About Political Calculations

Welcome to the blogosphere's toolchest! Here, unlike other blogs dedicated to analyzing current events, we create easy-to-use, simple tools to do the math related to them so you can get in on the action too! If you would like to learn more about these tools, or if you would like to contribute ideas to develop for this blog, please e-mail us at:

ironman at politicalcalculations

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