Global COVID Containment: Confirmed Cases, Updated Daily
Sometimes, it helps to gain a fresh perspective.
Since the pandemic began, there have been innumerable tracking resources made available online, but rarely do they paint a complete picture of a country’s containment progress.
How Much Progress Is Really Being Made
Featured above, this continuously updated chart from Our World in Data provides a more complete look at the efficacy of COVID-19 containment strategies, sorted by country.
It is a variation of the Epidemic Curve (or “epi curve”), showing confirmed COVID-19 cases per country in relation to their testing rates—what’s revealed is the strength of each country’s containment strategy.
Only a fraction of total cases–those confirmed by a test–is known. This is why we spent recent months building the database and the visualization tool to make this variation of the epidemic curve possible.
— Our World in Data
Why Look at it This Way? Adequate Benchmarking
Countries vary widely in how they monitor and report on COVID-19. Cases in this particular chart were confirmed via laboratory testing, and the data covers 66% of the globe’s population.
Depending on a country’s containment efforts, confirmed cases can differ dramatically from total cases. To get a better idea of that difference, Our World in Data looked closer at the extent of testing. As they report, the World Health Organization considers an adequate benchmark to be 10-30 tests per confirmed case. And for those countries that experience larger outbreaks, there must be more tests conducted per confirmed case.
What the COVID Test-to-Case Ratio Tells Us
- Line Trajectory: In this chart, rising lines show that the average number of laboratory-confirmed cases has increased over time, and vice versa for falling lines. Beyond flattening the curve, the end game is to have all of those lines reach zero.
- Blue Lines: The darker the blue line, the more likely that the line is an accurate indicator, as thousands of tests have been administered per confirmed case. The more blue lines this chart shows over time, the better for us all.
- Red Lines: By contrast, the warmer the color of the line, the fewer tests are being administered per confirmed case, and it is less likely to be an accurate measure of COVID-19 cases. Red lines, for example, indicate that only five tests are conducted for every confirmed case, suggesting that the count is not accurate and that many cases are going unreported.
Consider these three scenarios in the diagram above, and hover over countries in the main visualization to compare:
- Country A: Winning the fight against COVID-19.
These countries, like New Zealand, have steadily increased the number of tests per confirmed case. Country A administers hundreds or thousands of tests per confirmed case. The likelihood of missed cases is far lower, most cases are accounted for, and they can confidently state they are winning the fight against COVID-19.
- Country B: A severe, prolonged outbreak.
In comparison, countries like the U.S. have experienced a steady rise in confirmed cases. They also have lower rates of testing—only five tests per confirmed case. Country B cases are likely to be higher than the number reported, a fact that is especially concerning given that the U.S. has already surpassed the rest of the world’s countries in confirmed cases.
- Country C: A volatile scenario.
While confirmed cases decrease, there is much room for doubt. In Country C (South Africa for instance), confirmed cases are decreasing, but very few tests are administered. Unfortunately, this indicates there are many unrepresented cases. Country C probably has a larger problem than its downward trajectory would indicate.
Cases Per Million People
From a different angle, we can see daily new COVID-19 cases per capita. This gives us a better sense of how countries compare in terms of confirmed cases.
Countries like Thailand, New Zealand, and South Korea all show relatively low rates of COVID-19 per capita, as well as high levels of testing. Conversely, countries like Spain and Kuwait reveal high levels of confirmed cases per capita and extremely low testing rates.
Another Perspective for Good Measure
For a holistic view of testing, the map below shows us the daily number of tests for each newly confirmed COVID-19 case, based on a rolling 7-day average.
Countries like Norway, Australia, and Canada reveal strong testing-to-confirmed-case ratios. In contrast, countries like Bolivia and the Philippines reveal the probability of out-of-control outbreaks.
Due to lower levels of testing in relation to confirmed cases, countries in red are more likely to leave cases unreported.
Making Sense of the Unknown
Although charts like these allow us to look at relationships between critical variables, there are no guarantees of what will come of this outbreak or any second waves.
The only certainty right now, is uncertainty. But with visualizations like this one—updated daily—we can at least stay up-to-speed with the knowledge curve.
Visualized: The Biggest Ponzi Schemes in Modern History
Learn the stories behind some of the world’s biggest Ponzi schemes in this illustrative infographic timeline.
The Biggest Ponzi Schemes in Modern History
Some things simply sound too good to be true, but when money is involved, our judgement can become clouded.
This is often the case with Ponzi schemes, a type of financial fraud that lures investors by promising abnormally high returns. Money brought in by new members is used to pay the scheme’s founders, as well as its earlier investors.
The scheme is named after Charles Ponzi, an Italian who became infamous in the 1920s for claiming he could double his clients’ money within 90 days. Since then, numerous Ponzi schemes have been orchestrated around the globe.
To help you learn more about these sophisticated crimes, this infographic examines some of the biggest Ponzi schemes in modern history.
Ponzi Schemes in the 20th Century
The 1990s saw a number of large Ponzi schemes worth upwards of $500 million.
|Country||Date Ended||Name of Scheme and Founder||Value (USD)|
|Belgium||1991||Moneytron, Jean-Pierre Van Rossem||$860M|
|Romania||1994||Caritas, Ioan Stoica||$1B - $5B|
|Russia||1994||MMM, Sergei Mavrodi||$10B|
|U.S.||1997||Great Ministries International, Geral Payne||$500M|
In many cases, these schemes thrived by taking advantage of the unsuspecting public who often lacked any knowledge of investing. Caritas, for example, was a Ponzi scheme based in Romania that marketed itself as a “self-help game” for the poor.
The scheme was initially very successful, tricking millions of people into making deposits by offering the chance to earn an 800% return after three months. This was not sustainable, and Caritas was eventually unable to distribute further winnings.
Caritas operated for only two years, but its “success” was undeniable. In 1993, it was estimated that a third of the country’s money was circulating through the scheme.
Ponzi Schemes in the 21st Century
The American public has fallen victim to numerous multi-billion dollar Ponzi schemes since the beginning of the 21st century.
|Country||Date Ended||Name of Scheme and Founder||Value (USD)|
|U.S.||2003||Mutual Benefits Company, Joel Steinger||$1B|
|U.S.||2003||Petters Group Worldwide, Tom Petters||$4B|
|U.S.||2008||Madoff Investment Scandal, Bernie Madoff||$65B|
|U.S.||2012||Stanford Financial Group, Allen Stanford||$7B|
Many of these schemes have made major headlines, but much less is said about the thousands of everyday Americans that were left in financial ruin.
For victims of the Madoff Investment Scandal, receiving any form of compensation has been a drawn-out process. In 2018, 10 years after the scheme was uncovered, a court-appointed trustee managed to recover $13 billion by liquidating Madoff’s firm and personal assets.
As NPR reported, investors may recover up to 60 to 70 percent of their initial investment only. For victims who had to delay retirement or drastically alter their lifestyles, this compensation likely provides little solace.
Do the Crime, Pay the Time
Running a Ponzi scheme is likely to land you in jail for a long time, at least in the U.S.
In 2009, for example, 71-year-old Bernie Madoff pled guilty to 11 federal felonies and was sentenced to 150 years in prison. That’s 135 years longer than the average U.S. murder conviction.
Outside of the U.S., it’s a much different story. Weaker regulation and enforcement, particularly in developing countries, means a number of schemes are ongoing today.
Sergei Mavrodi, known for running the Russian Ponzi scheme MMM, started a new organization named MMM Global after being released from prison in 2011. Although he died in March 2018, his self-described “social financial network” has established a base in several Southeast Asian and African countries.
If you or someone you know is worried about falling victim to a Ponzi scheme, this checklist from the U.S. Securities and Exchange Commission (SEC) may be a useful resource.
The Top 100 Companies of the World: The U.S. vs Everyone Else
Where are the top 100 companies of the world located? We highlight the U.S. share of the top companies by market capitalization .
The Top 100 Companies of the World: U.S. vs Everyone
When it comes to breaking down the top 100 companies of the world, the United States still commands the largest slice of the pie.
Throughout the 20th century and before globalization reached its current peaks, American companies made the country an economic powerhouse and the source of a majority of global market value.
But even as countries like China have made headway with multi-billion dollar companies of their own, and the market’s most important sectors have shifted, the U.S. has managed to stay on top.
How do the top 100 companies of the world stack up? This visualization pulls from PwC’s annual ranking of the world’s largest companies, using market capitalization data from May 2021.
Where are the World’s Largest Companies Located?
The world’s top 100 companies account for a massive $31.7 trillion in market cap, but that wealth is not distributed evenly.
Between companies, there’s a wide range of market caps. For example, the difference between the world’s largest company (Apple) and the 100th largest (Anheuser-Busch) is $1.9 trillion.
And between countries, that divide becomes even more stark. Of the 16 countries with companies making the top 100 ranking, the U.S. accounts for 65% of the total market cap value.
|Location||# of Companies||Market Capitalization (May 2021)|
|🇺🇸 United States||59||$20.55T|
|🇸🇦 Saudi Arabia||1||$1.92T|
|🇰🇷 South Korea||1||$0.43T|
|🇬🇧 United Kingdom||3||$0.43T|
Compared to the U.S., other once-prominent markets like Japan, France, and the UK have seen their share of the world’s top 100 companies falter over the years. In fact, all of Europe accounts for just $3.46 trillion or 11% of the total market cap value of the list.
A major reason for the U.S. dominance in market values is a shift in important industries and contributors. Of the world’s top 100 companies, 52% were based in either technology or consumer discretionary, and the current largest players like Apple, Alphabet, Tesla, and Walmart are all American-based.
The Top 100 Companies of the World: Competition From China
The biggest and most impressive competitor to the U.S. is China.
With 14 companies of its own in the world’s top 100, China accounted for $4.19 trillion or 13% of the top 100’s total market cap value. That includes two of the top 10 firms by market cap, Tencent and Alibaba.
|Company||Country||Sector||Market Cap (May 2021)|
|#2||Saudi Aramco||Saudi Arabia||Energy||$1,920B|
|#4||Amazon||United States||Consumer Discretionary||$1,558B|
|#8||Tesla||United States||Consumer Discretionary||$641B|
|#10||Berkshire Hathway||United States||Financials||$588B|
|#13||JPMorgan Chase||United States||Financials||$465B|
|#14||Johnson & Johnson||United States||Health Care||$433B|
|#15||Samsung Electronics||South Korea||Technology||$431B|
|#16||Kweichow Moutai||China||Consumer Staples||$385B|
|#17||Walmart||United States||Consumer Discretionary||$383B|
|#19||UnitedHealth Group||United States||Health Care||$352B|
|#20||LVMH Moët Hennessy||France||Consumer Discretionary||$337B|
|#21||Walt Disney Co||United States||Consumer Discretionary||$335B|
|#22||Bank of America||United States||Financials||$334B|
|#23||Procter & Gamble||United States||Consumer Staples||$333B|
|#25||Home Depot||United States||Consumer Discretionary||$329B|
|#26||Nestle SA||Switzerland||Consumer Staples||$322B|
|#28||Paypal Holdings||United States||Industrials||$284B|
|#29||Roche Holdings||Switzerland||Health Care||$283B|
|#31||ASML Holding NV||Netherlands||Technology||$255B|
|#32||Toyota Motor||Japan||Consumer Discretionary||$254B|
|#34||Verizon Communications||United States||Telecommunication||$241B|
|#35||Exxon Mobil||United States||Energy||$236B|
|#36||Netflix||United States||Consumer Discretionary||$231B|
|#38||Coca-Cola Co||United States||Consumer Staples||$227B|
|#41||Cisco Systems||United States||Telecommunication||$218B|
|#44||China Construction Bank||China||Financials||$213B|
|#45||Abbott Labs||United States||Health Care||$212B|
|#46||Novartis AG||Switzerland||Health Care||$212B|
|#47||Nike||United States||Consumer Discretionary||$209B|
|#49||Pfizer||United States||Health Care||$202B|
|#50||Chevron||United States||Oil & Gas||$202B|
|#51||China Merchants Bank||China||Financials||$196B|
|#52||PepsiCo||United States||Consumer Staples||$195B|
|#54||Merck & Co||United States||Health Care||$195B|
|#55||AbbVie||United States||Health Care||$191B|
|#59||Thermo Fisher Scientific||United States||Health Care||$180B|
|#60||Eli Lilly & Co||United States||Health Care||$179B|
|#61||Agricultural Bank of China||China||Financials||$178B|
|#64||Texas Instruments||United States||Technology||$174B|
|#65||McDonalds||United States||Consumer Discretionary||$167B|
|#66||Volkswagen AG||Germany||Consumer Discretionary||$165B|
|#67||BHP Group||Australia||Basic Materials||$163B|
|#68||Wells Fargo & Co||United States||Financials||$162B|
|#69||Tata Consultancy Services||India||Technology||$161B|
|#70||Danaher||United States||Health Care||$160B|
|#71||Novo Nordisk||Denmark||Health Care||$160B|
|#73||Wuliangye Yibin||China||Consumer Staples||$159B|
|#74||Costco Wholesale||United States||Consumer Discretionary||$156B|
|#75||T-Mobile US||United States||Telecommunication||$156B|
|#81||Royal Dutch Shell||Netherlands||Oil & Gas||$148B|
|#82||NextEra Energy||United States||Utilities||$148B|
|#83||United Parcel Service||United States||Industrials||$148B|
|#84||Union PAC||United States||Industrials||$148B|
|#85||Unilever||United Kingdom||Consumer Staples||$147B|
|#87||Linde||United Kingdom||Basic Materials||$146B|
|#88||Amgen||United States||Health Care||$144B|
|#89||Bristol Myers Squibb||United States||Health Care||$141B|
|#91||Bank of China||China||Financials||$139B|
|#92||Philip Morris||United States||Consumer Staples||$138B|
|#93||Lowe's Companies||United States||Consumer Discretionary||$136B|
|#94||Charter Communications||United States||Telecommunication||$135B|
|#96||Sony Group||Japan||Consumer Discretionary||$132B|
|#97||Astrazeneca||United Kingdom||Health Care||$131B|
|#98||Royal Bank of Canada||Canada||Financials||$131B|
|#99||Starbucks||United States||Consumer Discretionary||$129B|
Impressively, China’s rise in market value isn’t limited to well-known tech and consumer companies. The country’s second biggest contributing industry to the top 100 firms was finance, once also the most valuable sector in the U.S. (currently 4th behind tech, consumer discretionary, and health care).
Other notable countries on the list include Saudi Arabia and its state-owned oil and gas giant Saudi Aramco, which is the third largest company in the world. Despite only having one company in the top 100, Saudi Arabia had the third-largest share of the top 100’s total market cap value.
As Europe continues to lose ground year-over-year and the rest of Asia struggles to keep up, the top 100 companies might become increasingly concentrated in just the U.S. and China. The question is, will the imbalance of global market value start to even out, or become even bigger?
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