The economy is a complex system that is affected by a variety of factors. When economy has hard time,
businesses may struggle to stay afloat, leading to layoffs and a rise in the unemployment rate. This can
result in reduced consumer spending, as those who are out of work have less money to spend, further
exacerbating the economic downturn.
GDP stands for gross domestic product, which is meant to represent the total dollar value of all
goods and services produced over a specific period of time.
Debt-to-GDP ratio is the metric comparing a country's public debt to its gross domestic product The
higher the debt-to-GDP ratio, the less likely the country will pay back its debt and the higher its risk
of default, which could cause a financial panic in the domestic and international markets.
Unemployment rates are often used as a key indicator of the health of the economy.
With our visualizations, I want to
show the relationship between two economy factors(GDP, Debt) and unemployment rate in different
countries, how they indicate a coming massive layoff and also explore how unemployment rate affected
other aspect of life.
Unemployment of Japan, Canada and United States
The big picture:
Let's start off by taking a look at the big picture. Unemployment rates have fluctuated significantly over
time in various countries due to a variety of factors such as economic policies, technological
advancements, and global events. For instance, countries like the United States and Canada have
experienced periods of low unemployment in the past, but have also seen an increase in recent years. On
the other hand, some countriy like japan have a stable unemployment rates. Overall, understanding the
trends of unemployment changes is crucial for policymakers to implement effective strategies to reduce
joblessness and promote economic growth.
In this multiseries line chart, we can see that
the unemployment rate of Japan, Canada and US have similar trend since 2000, where the unemployment rate
went up in 2009 and 2020. Canada and US hit the highest unemployment rates in 2020, and Japan had the
highest unemployment rate in 2009.
Unemployment rate and Debt to GDP Ratio
Next, we can take a look at the global debt to GDP ratio and its correlation with unemployment rate. The
relationship between the debt to GDP ratio and the unemployment rate is complex and multifaceted. On one
hand, high levels of debt can lead to higher interest payments and reduced government spending, which can
ultimately lead to lower economic growth and higher unemployment rates. On the other hand, a high debt to
GDP ratio can also indicate that a government is investing in infrastructure and other measures that can
ultimately lead to job creation and economic growth. Additionally, a high unemployment rate can also lead
to higher levels of government debt as the government spends more on social safety net programs.
Ultimately, the relationship between these two economic indicators depends on a variety of factors and is
influenced by both domestic and international economic conditions.
Global Debt to GDP Ratio
Clearly, we can see that the debt to GDP ratio of Japan, US and Canada are very similar since 2000, and Debt
to GDP ratio all went up when unemployment rate increased (from 2009 to 2010 and from 2019 to 2020).
Unemployment Rate and GDP
Let's move on and explore the relationship between GDP and unemployment rate. The relationship between GDP
and the unemployment rate is crucial in understanding the overall health of an economy. When the GDP is
growing, it typically leads to increased job opportunities, which in turn can lower the unemployment rate.
Conversely, when the GDP is shrinking or stagnant, it can lead to job losses and a rise in the
unemployment rate. However, it's important to note that the relationship is not always linear, and there
can be lag effects between changes in GDP and changes in unemployment rate. Additionally, other factors,
such as demographic changes and government policies, can also impact the unemployment rate independent of
GDP.
Japan, Canada and United States GDP and unemployment rate
For Canada, US and Japan, when GDP dropped in 2009 and 2020, the unemployment rate rapidly increased.
How unemployment rate affected Entertainment Mark?
The relationship between video sales and unemployment rate is not straightforward. In times of economic
hardship, consumers may be more likely to stay at home and watch movies, leading to an increase in video
sales. However, high levels of unemployment can also mean reduced disposable income and less spending on
non-essential goods like entertainment, which can ultimately lead to lower video sales. Ultimately, the
impact of unemployment on video sales depends on a variety of factors, including consumer behavior and
market conditions.
North America Video Games Sales
It is interesting to see that Japan and North America area video sales dropped when unemployment rate
peaked in 2019, which suggests that video games are a discretionary spending item for many households, and
during times of economic uncertainty, entertainment is not the top priority.
Does H1b have anything to do with unemployment rate?
H1B visas are non-immigrant visas that allow US employers to temporarily employ foreign workers in
specialty occupations. The relationship between H1B visas and the unemployment rate is complex. Some
argue that H1B workers may displace US workers, particularly in fields like IT. However, others contend
that H1B workers help fill gaps in the labor market and stimulate economic growth, ultimately leading to
job creation and lower unemployment rates. The impact of H1B visas on the US labor market remains a
topic of debate among policymakers and economists.
The H1B denials number is negatively correlated with the unemployment rate, while the H1B approvals number
has no significant correlation with the unemployment rate.
Conclusion
Since 2000, Japan, Canada, and the US have experienced similar trends in their unemployment rates, with
increases in 2009 and 2020. Canada and the US had the highest unemployment rates in 2020, while Japan
experienced its highest unemployment rate in 2009. Debt to GDP ratios for these countries also followed
similar trends, with increases occurring when unemployment rates rose from 2009 to 2010 and from 2019 to
2020. When GDP dropped in 2009 and 2020, the unemployment rate increased rapidly. Video sales in Japan and
North America decreased during the 2019 unemployment rate peak, suggesting that entertainment is a
discretionary spending item for many households during times of economic uncertainty. Interestingly, the H1B
denials number is negatively correlated with the unemployment rate, while the H1B approvals number has no
significant correlation with the unemployment rate.