Chart of the Week

Visualizing 200 Years of U.S. Stock Market Sectors

Published

4 years ago

January 25, 2019

Jeff Desjardins

Visualizing 200 Years of U.S. Stock Market Sectors

If you could travel back in time to the 19th century, it would be very difficult to convince anyone that railroad investments were not the future of the stock market.

Governments were offering subsidies and land grants to stimulate rapid industry growth – and in the period of 1868-1873, just after the American Civil War, an astonishing 33,000 miles of new railroad track were laid.

Entrepreneurs and financiers started betting on ambitious enterprises like the Northern Pacific Railway – and as the transportation boom raged on, more than 60% of total U.S. stock market capitalization came from railroad related stocks.

20/20 Hindsight

We know today that the railroad boom didn’t live up to the expectations drawn out by speculators.

The valuations of all of those rail companies seem pretty absurd in hindsight, especially when looking at this week’s Chart of the Week on U.S. stock market history. It pulls numbers from Global Financial Data to contrast the relative sector weightings over 200 years.

While there are some obvious historical moments to be discovered on the chart, perhaps the most important lesson it demonstrates is the unpredictability of the market in general.

This is a reminder of why stock markets provide both risk and reward – as the speculators from 1869 found out, nobody knows for sure what the future holds.

How Sector Composition Has Changed

When stock market indices were introduced in the 1800s, only two types of equities were tracked: railroads and industrials.

Even by the year 1900, markets were much more complex – while railroads were still a dominant force, investors were starting to put money into other types of companies like utilities, steel, and energy companies.

Here’s a look at the share of market capitalization of the U.S. stock market in both 1900 and 2018:

Sector	U.S. Stock Market (1900 share)	U.S. Stock Market (2018 share)
Finance	20%	19%
Transports	38%	2%
Utilities	6%	3%
Consumer Discretionary	4%	10%
Real Estate	1%	3%
Industrials	5%	8%
Materials	8%	5%
Consumer Staples	5%	8%
Energy	8%	7%
Communications	5%	14%
Information Tech	0%	12%
Health Care	0%	9%

As of 2018, the market is more varied than it’s ever been.

Information tech, communications, and healthcare stocks, which did not really exist at the turn of the 20th century, are now many of America’s biggest companies. The transition is incredible to look at in retrospect, and makes us wonder what the market will look like 100 years from now.

Economy

The Road to Recovery: Which Economies are Reopening?

We look at mobility rates as well as COVID-19 recovery rates for 41 economies, to see which countries are reopening for business.

Published

3 years ago

May 28, 2020

Iman Ghosh

The Road to Recovery: Which Economies are Reopening?

COVID-19 has brought the world to a halt—but after months of uncertainty, it seems that the situation is slowly taking a turn for the better.

Today’s chart measures the extent to which 41 major economies are reopening, by plotting two metrics for each country: the mobility rate and the COVID-19 recovery rate:

Mobility Index
This refers to the change in activity around workplaces, subtracting activity around residences, measured as a percentage deviation from the baseline.
COVID-19 Recovery Rate
The number of recovered cases in a country is measured as the percentage of total cases.

Data for the first measure comes from Google’s COVID-19 Community Mobility Reports, which relies on aggregated, anonymous location history data from individuals. Note that China does not show up in the graphic as the government bans Google services.

COVID-19 recovery rates rely on values from CoronaTracker, using aggregated information from multiple global and governmental databases such as WHO and CDC.

Reopening Economies, One Step at a Time

In general, the higher the mobility rate, the more economic activity this signifies. In most cases, mobility rate also correlates with a higher rate of recovered people in the population.

Here’s how these countries fare based on the above metrics.

Country	Mobility Rate	Recovery Rate	Total Cases	Total Recovered
Argentina	-56%	31.40%	14,702	4,617
Australia	-41%	92.03%	7,150	6,580
Austria	-100%	91.93%	16,628	15,286
Belgium	-105%	26.92%	57,849	15,572
Brazil	-48%	44.02%	438,812	193,181
Canada	-67%	52.91%	88,512	46,831
Chile	-110%	41.58%	86,943	36,150
Colombia	-73%	26.28%	25,366	6,665
Czechia	-29%	70.68%	9,140	6,460
Denmark	-93%	88.43%	11,512	10,180
Finland	-93%	81.57%	6,743	5,500
France	-100%	36.08%	186,238	67,191
Germany	-99%	89.45%	182,452	163,200
Greece	-32%	47.28%	2,906	1,374
Hong Kong	-10%	97.00%	1,067	1,035
Hungary	-49%	52.31%	3,816	1,996
India	-65%	42.88%	165,386	70,920
Indonesia	-77%	25.43%	24,538	6,240
Ireland	-79%	88.92%	24,841	22,089
Israel	-31%	87.00%	16,872	14,679
Italy	-52%	64.99%	231,732	150,604
Japan	-33%	84.80%	16,683	14,147
Malaysia	-53%	80.86%	7,629	6,169
Mexico	-69%	69.70%	78,023	54,383
Netherlands	-97%	0.01%	45,950	3
New Zealand	-21%	98.01%	1,504	1,474
Norway	-100%	91.87%	8,411	7,727
Philippines	-87%	23.08%	15,588	3,598
Poland	-36%	46.27%	22,825	10,560
Portugal	-65%	58.99%	31,596	18,637
Singapore	-105%	55.02%	33,249	18,294
South Africa	-74%	52.44%	27,403	14,370
South Korea	-4%	91.15%	11,344	10,340
Spain	-67%	69.11%	284,986	196,958
Sweden	-93%	13.91%	35,727	4,971
Switzerland	-101%	91.90%	30,796	28,300
Taiwan	4%	95.24%	441	420
Thailand	-36%	96.08%	3,065	2,945
U.S.	-56%	28.20%	1,768,346	498,720
United Kingdom	-82%	0.05%	269,127	135
Vietnam	15%	85.02%	327	278

Mobility data as of May 21, 2020 (Latest available). COVID-19 case data as of May 29, 2020.

In the main scatterplot visualization, we’ve taken things a step further, assigning these countries into four distinct quadrants:

1. High Mobility, High Recovery

High recovery rates are resulting in lifted restrictions for countries in this quadrant, and people are steadily returning to work.

New Zealand has earned praise for its early and effective pandemic response, allowing it to curtail the total number of cases. This has resulted in a 98% recovery rate, the highest of all countries. After almost 50 days of lockdown, the government is recommending a flexible four-day work week to boost the economy back up.

2. High Mobility, Low Recovery

Despite low COVID-19 related recoveries, mobility rates of countries in this quadrant remain higher than average. Some countries have loosened lockdown measures, while others did not have strict measures in place to begin with.

Brazil is an interesting case study to consider here. After deferring lockdown decisions to state and local levels, the country is now averaging the highest number of daily cases out of any country. On May 28th, for example, the country had 24,151 new cases and 1,067 new deaths.

3. Low Mobility, High Recovery

Countries in this quadrant are playing it safe, and holding off on reopening their economies until the population has fully recovered.

Italy, the once-epicenter for the crisis in Europe is understandably wary of cases rising back up to critical levels. As a result, it has opted to keep its activity to a minimum to try and boost the 65% recovery rate, even as it slowly emerges from over 10 weeks of lockdown.

4. Low Mobility, Low Recovery

Last but not least, people in these countries are cautiously remaining indoors as their governments continue to work on crisis response.

With a low 0.05% recovery rate, the United Kingdom has no immediate plans to reopen. A two-week lag time in reporting discharged patients from NHS services may also be contributing to this low number. Although new cases are leveling off, the country has the highest coronavirus-caused death toll across Europe.

The U.S. also sits in this quadrant with over 1.7 million cases and counting. Recently, some states have opted to ease restrictions on social and business activity, which could potentially result in case numbers climbing back up.

Over in Sweden, a controversial herd immunity strategy meant that the country continued business as usual amid the rest of Europe’s heightened regulations. Sweden’s COVID-19 recovery rate sits at only 13.9%, and the country’s -93% mobility rate implies that people have been taking their own precautions.

COVID-19’s Impact on the Future

It’s important to note that a “second wave” of new cases could upend plans to reopen economies. As countries reckon with these competing risks of health and economic activity, there is no clear answer around the right path to take.

COVID-19 is a catalyst for an entirely different future, but interestingly, it’s one that has been in the works for a while.

Without being melodramatic, COVID-19 is like the last nail in the coffin of globalization…The 2008-2009 crisis gave globalization a big hit, as did Brexit, as did the U.S.-China trade war, but COVID is taking it to a new level.

—Carmen Reinhart, incoming Chief Economist for the World Bank

Will there be any chance of returning to “normal” as we know it?