We Did Not Weave The Web Of Life !
We are merely a strand in the web.
@kaggle.patricklford_life_but_not_as_we_know_it
We are merely a strand in the web.
@kaggle.patricklford_life_but_not_as_we_know_it
In this project I will concentrate on some important factors that will affect humanity's potential to survive on planet Earth:
I chose the following countries from the data (HNP_StatsData.csv), for the bulk of the project. However, the data contains many more countries.
Australia, Belgium, Canada, China, Denmark, France, Germany, India, Italy, Japan, Mexico, Morocco, Russian Federation, South Africa, Spain, Switzerland, United Kingdom, United States.
1. Global Demographic Shifts:
First I decided to look at the Crude Birth Rate (CBR) for the above countries, for the years 1961-2021.
The crude birth rate is the number of live births occurring among the population of a given geographical area during a given year, per 1,000 of the population estimated at midyear. It is called "crude" because it does not take into account age or gender differences within the population.
Formula:
CBR = Midyear population / Number of births in a year × 1000
Visualisation of CBR: For the chosen countries - using Google sheets.
Next I looked at CDR for the above countries, for the years 1961-2021.
The crude death rate is the number of deaths occurring among the population of a given geographical area during a given year, per 1,000 of the population estimated at midyear. Like the CBR, it is called "crude" because it doesn't consider the age or gender differences within the population.
Formula:
CDR = Midyear population / Number of deaths in a year × 1000
Visualisation of CDR: For the chosen countries - using Google sheets.
Both these rates (CBR & CDR) are basic demographic indicators that give a general overview of the demographic situation in a country or region. They do offer a broad understanding of birth and death patterns.
A high CDR in a particular year or time period can be influenced by various factors, including epidemics, famines, natural disasters, wars, and social and economic changes.
Let's look at China and Morocco during the 1960s:
Morocco in 1960:
Visualisation of the incidence of tuberculosis (per 100,000 people): For China and Morocco, 2000-2021 - using Google sheets.
The above chart includes all the data available for the incidence of tuberculosis (per 100,000 people), for China and Morocco from (HNP_StatsData.csv).
Let's examine the above visualisation, considering China and Morocco vs tuberculosis, 2000-2021:
The incidence of tuberculosis (TB) in any country is influenced by a complex interplay of factors, which can vary considerably from one country to another.
China - Steady incidence decline:
Morocco - Fluctuating incidence could be influenced by various factors:
Morocco - Steady incidence decline in the Last 5 Years:
There are other factors that can influence the incidence of TB in a country, such as:
Conclusion:
Both China and Morocco have demonstrated that it is possible to reduce the incidence of TB through a combination of targeted interventions and sustained efforts. From the above data visualisation the Chinese effort to curb the incidence of TB, has been more effective than that of the Moroccans. Other countries facing a high burden of TB can learn from their experiences and adopt similar approaches.
Let's have a closer look at Japan's demographic shifts:
The trend of decreasing birth rates and increasing death rates, particularly in Japan, have multiple factors contributing to it.
In response to these trends, governments often implement policies to encourage childbirth, such as offering parental leave, financial incentives, child care support, and more. However, reversing or even stabilising demographic trends is challenging and can take significant time and sustained policy efforts.
If Japan can't reverse or even stabilise its demographic trends, it will face several challenges and potential consequences:
Potential Solutions:
Positive Aspects:
It's clear that Japan will need to navigate significant challenges in the coming decades. Addressing demographic issues requires long-term planning, flexible policies, and sometimes a rethinking of societal norms and structures. Japan's ability to adapt, innovate, and evolve will determine its trajectory.
In the end, while these demographic trends pose challenges, they also offer an opportunity for Japan to rethink its policies, innovate, and potentially become a model for other countries facing similar demographic shifts.
The trend of declining birth rates and ageing populations is not unique to Japan. Many developed and even some developing countries are experiencing similar demographic shifts.
Visualisation of Life expectancy: For the chosen countries - using Google sheets. - link to spreadsheet and graph.
Here are some broad reasons and implications:
In summary, while demographic shifts are a global phenomenon, the specifics and implications vary by country. Addressing these challenges requires a combination of policy changes, technological innovations, and, in some cases, a reevaluation of societal values and norms.
Global Demographic Shifts:
2. Inequality:
The propagandist's purpose is to make one set of people forget that certain other sets of people are human. -
Aldous Huxley
link to the World inequality Report 2022, pdf.
Inequality is a major threat to humanity's survival. When a small number of people control a large share of the world's wealth and resources, it can lead to social unrest, conflict, and even war. It can also make it difficult to address global challenges, such as climate change and pandemics, if everyone is not pulling together.
A document I created, titled 'The Enduring Relevance of A Tale of Two Cities' -
link
1. Income inequality:
Billionaires have seen extraordinary increases in their wealth. During the pandemic and cost-of-living crisis years since 2020, $26 trillion (63 %) of all new wealth was captured by the richest 1 percent, while $16 trillion (37 %) went to the rest of the world, put together.
2. Gender inequality:
According to the World Economic Forum, women are still underrepresented in leadership positions and earn less than men for doing the same work. link
Data visualisation: Seats held by women in national parliaments. link to a spreadsheet and graph (Google sheets).
Let's have a closer look at: Gender inequality - Seats held by women in national parliaments, using Rwanda and Japan specifically.
Rwanda and Japan have very different levels of gender equality in terms of seats held by women in national parliaments. Rwanda has the highest proportion of women in parliament in the world, with women accounting for 61% of seats. Japan, on the other hand, has one of the lowest proportions of women in parliament among developed countries, with women accounting for only 10% of seats.
There are a number of factors that contribute to this difference. One is the level of economic development. Rwanda is a developing country, while Japan is a highly developed country. In general, developing countries tend to have higher levels of gender inequality than developed countries. This is because traditional gender roles are more entrenched in developing countries, and women often have less access to education and employment opportunities.
Another factor is the political system. Rwanda has a multi-party system, while Japan has a one-party dominant system. Multi-party systems tend to be more inclusive and to give women more opportunities to participate in politics. One-party dominant systems, on the other hand, are more likely to be dominated by men.
Finally, there are a number of social and cultural factors that also contribute to gender inequality in Rwanda and Japan. In Rwanda, there has been a strong commitment to gender equality since the end of the genocide in 1994. The Rwandan government has implemented a number of policies to promote gender equality, such as quotas for women in parliament and government positions. In Japan, on the other hand, traditional gender roles are more deeply ingrained in society. Women are often expected to be stay-at-home mothers and caregivers, and they are less likely to be encouraged to pursue careers in politics or business.
The difference in the proportion of women in parliament between Rwanda and Japan is significant. A higher proportion of women in parliament is associated with a number of positive outcomes, such as better policies for women and children, and greater economic growth. It is important to address the root causes of gender inequality in Japan, such as traditional gender roles and the lack of support for working mothers.
Here are some specific things that can be done to address gender inequality in Japan and increase the proportion of women in parliament:
By taking these steps, Japan can reduce gender inequality and create a more inclusive political system.
3. Racial inequality:
According to the Pew Research Centre, Black and Hispanic Americans are more likely to live in poverty, be unemployed, and be incarcerated than white Americans.
Data visualisation: For Youth unemployment rate. link to a spreadsheet and graph (Google sheets).
Let's have a closer look at: Youth unemployment rate inequality - using Japan and South Africa, specifically.
The difference in youth employment rates between Japan and South Africa is stark. In September 2023, the youth unemployment rate in Japan was 4.2%, while in South Africa it was 60.7%. This means that nearly two-thirds of young people in South Africa are unable to find work.
There are a number of factors that contribute to this inequality. One is the level of economic development. Japan is a highly developed country with a strong economy, while South Africa is a developing country with a much higher poverty rate. This means that there are more job opportunities available in Japan, and that young people in Japan are more likely to have the skills and education that employers are looking for.
Another factor is the level of education. In Japan, the educational system is highly selective and competitive. Young people who are able to complete high school and university are much more likely to find good jobs. In South Africa, on the other hand, the educational system is less selective and there are fewer opportunities for young people to get a good education. This means that many young people in South Africa lack the skills and qualifications that employers are looking for.
Finally, there are a number of social and cultural factors that also contribute to youth unemployment inequality between Japan and South Africa. In Japan, there is a strong emphasis on hard work and dedication. Young people are expected to put in long hours and to be willing to sacrifice their personal lives for their careers. This work ethic is highly valued by employers in Japan. In South Africa, on the other hand, there is a more relaxed attitude towards work. Young people are more likely to value their personal lives and to be less willing to work long hours. This attitude can make it more difficult for young people in South Africa to find and keep jobs.
The high youth unemployment rate in South Africa is a major problem. It has a number of negative consequences, including poverty, crime, and social unrest. It is important to address the root causes of youth unemployment in South Africa, such as poverty, inequality, and lack of education.
Here are some specific things that can be done to address youth unemployment inequality between Japan and South Africa:
By taking these steps, South Africa can reduce youth unemployment and create a more prosperous future for its young people.
It is important to note that inequality is not inevitable. It is the result of choices and policies. We can choose to create a more just and equitable world by implementing policies that reduce inequality and promote opportunity for all.
Here are some general solutions to inequality:
These are just a few examples of inequality. There are many other forms of inequality, such as inequality based on age, disability, and sexual orientation.
Inequality:
3. Climate change:
Climate change is already having a significant impact on the planet, causing more extreme weather events, rising sea levels, and changes in plant and animal life. These changes are making it more difficult for humans to live in many parts of the world, and could eventually lead to mass displacement and even extinction if we do not take action to reduce greenhouse gas emissions.
Poetic reading of the Chief Seattle Letter. link to a YouTube video, 3 minutes long.
People have become ecosystem engineers on a whole new scale in time and space. Human effects since the Industrial Revolution, including many that may be invisible to a casual observer, are recent and outside the evolutionary experience of most organisms. Moreover, such effects unfold faster and on a scale far greater than any effects of past ecosystem engineers. As a result, over the past two centuries, barely more than two human lifetimes, humans have disrupted living and nonliving systems everywhere. Understanding the nature and consequences of human environmental impacts and managing these impacts to protect the well-being of human society and other life on Earth, is humanity’s greatest challenge.
Environmental Impact: Concept, Consequences, Measurement: link to this excellent article.
Visualisation of Projected annual temperature change 2045-2065: For the chosen countries - using Google sheets. - link to spreadsheet.
Chart Explanation:
Climate Change, Shifting Demographics, Inequality, and Resource Depletion: A Complex Interplay.
Climate change is one of the most pressing challenges facing humanity today. It is a complex problem with far-reaching consequences, both environmental and social. Climate change is also interconnected with other major challenges, such as shifting demographics, inequality, and resource depletion.
Climate change and shifting demographics:
The world's population is growing and ageing, and this is having a significant impact on climate change. A larger population means more demand for energy, resources, and land. This increased demand is putting pressure on the environment and contributing to climate change.
An ageing population is also having an impact on climate change. Older people are more likely to live in cities, which have a higher carbon footprint than rural areas. Older people are also more likely to have health problems that are exacerbated by climate change, such as heat stress and respiratory problems.
Climate change and inequality:
Climate change is disproportionately affecting the poor and marginalised. This is because they are more likely to live in areas that are vulnerable to climate impacts, such as coastal communities and low-lying islands. They are also less likely to have the resources to adapt to climate change.
Climate change is also exacerbating existing inequalities. For example, the poorest people are more likely to rely on climate-sensitive livelihoods, such as agriculture and fishing. Climate change is making it more difficult for them to earn a living.
Climate change and resource depletion:
Climate change is putting a strain on natural resources, such as water, food, and energy. This is because climate change is causing more extreme weather events, such as droughts, floods, and storms. These events are damaging crops, disrupting food supplies, and contaminating water sources.
Climate change is also affecting the availability of energy resources. For example, rising sea levels are inundating coastal oil and gas fields. And, more extreme weather events are damaging power infrastructure.
The complex interplay:
Climate change, shifting demographics, inequality, and resource depletion are all interconnected. Climate change is exacerbating existing inequalities and making it more difficult for people to cope with resource depletion. Shifting demographics are putting additional pressure on the environment and contributing to climate change. And, resource depletion is making it more difficult to mitigate and adapt to climate change.
What can be done?
It is essential to address climate change, shifting demographics, inequality, and resource depletion in a holistic way. This means developing policies that promote sustainable development and reduce inequality. It also means investing in climate adaptation and mitigation measures.
Here are some specific things that can be done:
By taking these steps, we can create a more sustainable and equitable future for all.
Climate Change:
4. Resource depletion:
Resource depletion: Humans are using up the planet's resources at an unsustainable rate. We are extracting more water than can be replenished, cutting down forests faster than they can grow back, and depleting fish stocks. This is leading to shortages of essential resources, such as food, water, and energy, which could make it difficult for humanity to survive in the future.
Current state:
We are currently depleting a wide range of natural resources, including fossil fuels, minerals, water, and forests. The following are some specific examples:
If we do not address resource depletion, it will have a number of negative consequences. These include:
The best solutions to prevent resource depletion include:
Here are some specific things that individuals can do to help prevent resource depletion:
By making these changes, we can all help to make a difference.
Sugar Consumption: The Sweet, the Sour, and the Depletion of Our Resources.
As we delve into the intricacies of resource depletion, it's essential to highlight specific commodities that underscore the broader challenges we face. One such ubiquitous item is sugar, a seemingly innocuous sweetener that has woven its way into our daily diets. Beyond its immediate health implications, sugar consumption presents a microcosm of our broader resource utilisation patterns, showcasing the effects on both our health and the planet's resources. Let's delve into the sweet and sour tale of sugar, understanding its consumption patterns and the larger narrative of sustainability and health.
The Pleasure of Sweetness:
Sugar has been an integral part of human diets for centuries, used to sweeten foods, preserve fruits, and serve as an energy source. Its role has transformed from a luxury item in ancient times to a staple in modern diets, making its way into countless processed foods.
The dangers of over consumption:
As sugar consumption has skyrocketed, so have concerns about its impact on health. High sugar intake is linked to:
Interconnections with Resource Depletion:
The Way Forward:
It's evident that the sweet allure of sugar comes with a bitter aftertaste for our health and planet. Awareness and moderation are key. Reducing processed foods, reading labels, and seeking natural sweeteners can make a significant difference. On the global scale, supporting sustainable farming practices and being conscious of our consumption habits can mitigate resource depletion and foster a healthier planet.
While sugar has its place in our diets and cultures, a mindful approach to its consumption and production can ensure that we savour its sweetness without compromising our health and the health of our planet.
Data visualisation: For diabetes prevalence 2011 and 2021, % of population, ages 20-79 years old: For the chosen countries - using Google sheets. link
One country in the above scatter plot, really has a problem with diabetes.
There are a number of factors that contribute to the high diabetes level in Mexico, including:
In addition to these general factors, there are also some specific factors that may contribute to the high diabetes level in Mexico. For example, many Mexicans live in poverty and have limited access to healthy food and healthcare. This can make it difficult for people to manage their diabetes or prevent it from developing in the first place.
The Mexican government is taking steps to address the high diabetes level in the country. These steps include public education campaigns, programs to promote healthy eating and physical activity, and improved access to diabetes care. However, more needs to be done to reduce the burden of diabetes in Mexico.
Here are some things that can be done to help reduce the high diabetes level in Mexico:
By taking these steps, Mexico can reduce the number of people who develop diabetes and improve the lives of those who already have the disease.
Resource Depletion:
Overall Conclusion:
Humanity is at a crossroads, faced with complex and intertwined challenges ranging from demographic shifts and inequalities to climate change and resource depletion. Understanding the multifaceted nature of these issues and their interconnections is crucial. With global cooperation, innovation, and a reevaluation of current practices, there is potential to steer towards a sustainable and equitable future. However, the urgency to act is paramount.
In addition to these four factors, there are a number of other threats to humanity's survival, such as nuclear war, artificial intelligence, and pandemics. However, climate change, resource depletion, inequality and global demographic shifts are four of the most significant and pressing challenges that we face today.
It is important to note that these factors are interconnected. For example, climate change can lead to resource depletion, which can exacerbate inequality. Additionally, inequality can make it more difficult to address climate change and resource depletion, as it can lead to political gridlock and inaction. Global demographic shifts can also add vast pressure to the other factors.
Humanity has the potential to overcome these challenges and create a sustainable future for all. However, we need to take action now to reduce greenhouse gas emissions, conserve resources, and reduce inequality. We also need to work together to address global challenges and build a more just and equitable world.
Nothing is more important than empathy for another human being’s suffering. Nothing—not career, not wealth, not intelligence, certainly not status. We have to feel for one another if we’re going to survive with dignity. - Audrey Hepburn
Patrick Ford 🕸
link - To a project of mine, where I look at Water Quality. Water is the lifeblood of all life.
link - To a project of mine, where I look at Global CO₂ emissions. Causing global warming.
link - To a project of mine, where I look at COVID-19 & the virus that causes it: SARS-CoV-2.
link - To a project of mine, where I analyse love. In the context of this project the section about 'The Pure Love of Childhood', resonates with the natural love and empathy we all have, for most everything as a child.
CREATE TABLE projected_annual_temperature_change_2045_2065_celsius_data (
"country_code" VARCHAR,
"country_name" VARCHAR,
"series_code" VARCHAR,
"series_name" VARCHAR,
"scale" VARCHAR,
"decimals" VARCHAR,
"n_1990" VARCHAR -- 1990,
"n_1991" VARCHAR -- 1991,
"n_1992" VARCHAR -- 1992,
"n_1993" VARCHAR -- 1993,
"n_1994" VARCHAR -- 1994,
"n_1995" VARCHAR -- 1995,
"n_1996" VARCHAR -- 1996,
"n_1997" VARCHAR -- 1997,
"n_1998" VARCHAR -- 1998,
"n_1999" VARCHAR -- 1999,
"n_2000" VARCHAR -- 2000,
"n_2001" VARCHAR -- 2001,
"n_2002" VARCHAR -- 2002,
"n_2003" VARCHAR -- 2003,
"n_2004" VARCHAR -- 2004,
"n_2005" VARCHAR -- 2005,
"n_2006" VARCHAR -- 2006,
"n_2007" VARCHAR -- 2007,
"n_2008" VARCHAR -- 2008,
"n_2009" VARCHAR -- 2009,
"n_2010" VARCHAR -- 2010,
"n_2011" VARCHAR -- 2011
);CREATE TABLE seats_held_by_women_in_national_parliaments_24_09_2023_sheet1 (
"rwanda" VARCHAR,
"n_61" BIGINT -- 61
);CREATE TABLE youth_unemployment_rate_24_10_2023_youth_unemployment (
"south_africa" VARCHAR,
"n_60_7" DOUBLE -- 60.7
);Anyone who has the link will be able to view this.