Data Visualization

Blog of the Data Visualization & Communication Course at OSB-AUB

This is my favorite part about analytics: Taking boring flat data and bringing it to life through visualization” John Tukey

Fueling Progress: Clean Cooking Access in Nigeria and Its Economic Growth

Fueling Progress: Clean Cooking Access in Nigeria and Its Economic Growth

Nigeria, a vibrant and populous nation in West Africa, grapples with the critical issue of access to clean fuels and technologies for cooking. As an integral component of daily life, cooking methods profoundly impact the health, environment, and overall well-being of the Nigerian population. The dynamics of clean cooking solutions in Nigeria are closely intertwined with the threads of economic growth, underscoring the necessity for innovative approaches that not only tackle environmental challenges but also foster the nation’s economic robustness and promote inclusive development.

Based on the previously displayed map, it’s evident that the majority of African countries face limited or no access to clean fuels and technologies for cooking. To investigate this trend further, Nigeria has been selected as a focal point to assess whether there have been improvements in this indicator over the years.

It is noteworthy that access to clean fuels and technologies for cooking in Nigeria has shown a positive trajectory, with discernible advancements noted since 2001. This gradual increase can be attributed to a combination of government initiatives, infrastructure development, international support, economic growth, awareness campaigns, technological advancements, and community engagement. Policies and subsidies, investments in energy infrastructure, collaborations with international organizations, and economic development have collectively contributed to making clean cooking fuels more affordable and accessible. Moreover, efforts to raise awareness about the health and environmental benefits of clean cooking, along with advancements in technology, have played crucial roles in promoting the adoption of clean cooking practices across the country.

The rise in Nigeria’s GDP alongside increased access to clean fuels and technologies for cooking is a symbiotic relationship with multiple interconnections. Economic growth, as reflected in the increasing GDP, contributes to improved affordability of clean cooking technologies, fostering a positive impact on household incomes. This economic development empowers the government to allocate resources to initiatives and subsidies that enhance accessibility to cleaner fuels. Moreover, higher GDP facilitates investments in energy infrastructure and research, fostering technological advancements that make clean cooking options more efficient. The overall improvement in public health, heightened environmental awareness, and strengthened international collaborations are additional outcomes of this dual progress. However, recognizing and addressing potential disparities in the inclusive distribution of these benefits remains crucial for a comprehensive understanding of the dynamic relationship between Nigeria’s economic growth and the adoption of clean cooking practices.

 

The efforts to increase access to clean fuels and technologies for cooking, along with economic growth, align with several United Nations Sustainable Development Goals (SDGs):

SDG 1 – No Poverty: Economic growth, when inclusive, can contribute to poverty reduction, and improved access to clean cooking technologies supports this goal by enhancing the living standards of vulnerable populations.

SDG 3 – Good Health and Well-being: Access to clean fuels and technologies for cooking directly impacts health outcomes by reducing indoor air pollution and related health issues.

SDG 7 – Affordable and Clean Energy: The goal of ensuring access to affordable, reliable, sustainable, and modern energy for all directly relates to efforts to improve access to clean cooking technologies.

SDG 10 – Reduced Inequality: Efforts to ensure inclusive economic growth and equitable access to clean cooking technologies contribute to reducing inequalities within society.

SDG 11 – Sustainable Cities and Communities: Urban planning and infrastructure development related to clean cooking technologies contribute to building sustainable cities and communities.

SDG 13 – Climate Action: The adoption of clean cooking technologies aligns with climate action goals by reducing reliance on traditional biomass fuels, contributing to mitigating climate change.

Unveiling the Global Struggle: Insights into Poverty Across the World

Unveiling the Global Struggle: Insights into Poverty Across the World

Through strategic partnerships and targeted interventions, we can dismantle the barriers of global poverty, unlocking a future where prosperity is shared by all.

 

The Global Landscape of Poverty: A Complex Challenge

Global poverty, a complex and multifaceted issue, continues to be a significant obstacle to human development and equality. It affects billions, limiting access to basic needs, education, and opportunities. Despite global efforts, poverty remains persistent, underscoring the need for a deeper understanding and more effective solutions.

 

Mapping Poverty: A World of Contrasts and Challenges

Our journey into understanding global poverty begins with a striking global map visualization, where a spectrum of colors from intense blues to intense reds illustrates the varying levels of poverty across nations. This visual disparity is profound: regions awash in blue signify lower levels of poverty, while those in red reveal the depth of poverty’s grip.

Augmenting this, our bar chart analysis provides a comparative view of average poverty rates by country, underscoring the regional differences and highlighting areas where the challenge is most acute.

 

Blueprint for Change: A Holistic Approach to Poverty Alleviation

Tackling poverty requires a comprehensive approach, one that addresses its root causes and provides sustainable solutions. This involves not just short-term relief, but also long-term strategies aimed at systemic change. Key areas of focus include improving access to quality education, ensuring healthcare availability, and creating economic opportunities through job creation and support for small businesses.

 

Dual Dynamics: Local Action, Global Support in Poverty Reduction

In grappling with the challenge of how less affluent regions can embark on poverty reduction, we see a dual approach at play.

Internally, nations with scant resources can reassign budgeting towards essential sectors such as education, health, and economic infrastructure. Even modest investments in primary education, for instance, can generate long-term returns in lifting communities out of poverty.

Externally, the role of international aid is paramount. Support from developed countries, global agencies, and NGOs can provide the necessary springboard for initiatives that are beyond the financial reach of struggling regions.

 

Paths to Progress: Success Stories in Poverty Reduction

To demonstrate this, our trend line visualization spotlights five countries – China, Belarus, Thailand, Pakistan, and Azerbaijan – as examples of nations that have successfully reduced their poverty levels over the years. These trend lines offer a narrative of progress and hope, suggesting that with the right mix of policies and support, the trajectory of poverty can indeed be reversed. This validation is not just in numbers but also in the improved quality of life and increased opportunities for their citizens.

 

Roadmap to Resilience: Strategies for a Poverty-Free Future

As we conclude our exploration, it’s clear that while the challenge of poverty is formidable, it is not insurmountable. With a global commitment to targeted, data-driven strategies, we can address the diverse facets of poverty more effectively. Our recommendations are clear and focused:

  • Prioritize Quality Education: Education is the key to unlocking potential and catalysing change. By ensuring access to quality learning, we open doors to opportunities and development.
  • Accessible Healthcare for All: Emphasize prevention and treatment in healthcare to ensure it is universally accessible. Good health is a foundation for prosperity and progress.
  • Targeted International Aid: Direct international aid strategically to build sustainable capacities where they are most needed.
  • Harmonize Cross-Sector Policies: Align policies across various sectors to create a cohesive and comprehensive approach to eradicating poverty.
  • Share and Learn Globally: Collaborate and share successful strategies on a global scale. Learning from each other’s experiences is vital in this collective endeavour.

These recommendations are steps towards a world where poverty is a thing of the past, and prosperity is within everyone’s reach.

Together, we can advance closer to achieving Sustainable Development Goal 1: No Poverty, creating a world where everyone has the opportunity to thrive.

Lebanon’s Economic Odyssey: Taming Inflation on the Road to SDG 1

Lebanon’s Economic Odyssey: Taming Inflation on the Road to SDG 1

Ever heard of the Boiling Frog Syndrome? The ‘Boiling Frog’ syndrome is based on an urban legend describing a frog being slowly boiled alive. The premise is simple: if a frog is suddenly put into a pot of boiling water, it will jump out and save itself from impending death… But if you place a frog in a pot of cold water and slowly heat the water, the frog will not perceive the gradual temperature increase. The frog becomes accustomed to the warming water and does not react until it’s too late, eventually resulting in its demise as the water reaches a boiling point. The frog’s inability to sense the incremental change in temperature leads to its unfortunate fate.

Similar to the boiling frog, Lebanon’s population may have adapted to challenges it had been bearing, with some becoming desensitized to the increasing hardships. It is only when the situation reached a critical point, with a sudden and dramatic spike in inflation in 2019, that the gravity of the problem became evident. By this time, many were already deeply affected by poverty, economic instability, and a lack of basic necessities, setting the country on an uncertain path.

With the country already having been in debt before 2019, Lebanon was just falling into its worst state, for inflation rates were at an all time high, reaching record numbers, causing a widespread in poverty, where everyone got affected. Lebanon found itself among the top 10 countries with the highest inflation rates, a stark reminder of the severity of the issue. As if that weren’t enough, the nation’s Net Primary Income plummeted to record lows, exceeding $1.2 billion in negative Net Primary Income in 2019, causing hardships for its people and economy. In reference to Turkey, Turkey has also passed through inflation throughout its years, on a growing bases, however by 2021, Lebanon hit a 154% inflation rate with Turkey (even though it recorded its worst high ever) scored a 19.6% inflation rate.

Faced with this grim reality, Lebanon’s leaders and policymakers embarked on a journey to tackle inflation and work towards SDG 1, ‘No Poverty’, they implemented a multi-faceted approach. This included the introduction of transparent and effective monetary policies to stabilize the currency and control inflation. Additionally, they emphasized fiscal discipline, taking steps to reduce budget deficits, promote responsible spending, and enhance financial stability. Seeking international cooperation and drawing inspiration from successful global cases, Lebanon aimed to create an environment conducive to economic growth, job creation, and poverty reduction, ultimately striving to ensure that basic necessities became more affordable for its citizens.

Education and Early Marriage

Education and Early Marriage

Fatou is a 27-year-old housewife. At 15 years old, she decided to quit her education to get married to the love of her life, a man 8 years older than her, who had promised her a wealthy life in which she wouldn’t worry about a thing.

A few years into her marriage, her husband wasn’t doing well financially, and she found herself financially abused by him. All the promises went into vain and she was there begging for a penny to get the most basic goods she needed. Looking at herself, she found herself with no knowledge or skills to help her stand on her feet. With no education to support her, she felt like all the doors were shut, and her only salvation was her husband, who in turn belittled her for always being dependent on him, noting that it had been himself who stopped her from being an achiever.

This is not only the story of Fatou, but also that of millions of women living in disparity because they couldn’t be self-sufficient and independent. This story is yet another example of what the SDGs tackle, like Reduced Inequalities, among others as Quality Education and Gender Equality.

The contribution of women in the society decreases early marriage, and early marriage is linked to low education.

The graph shows the countries with the highest number of women who were first married by age of 15.

The top 3 countries with the highest number of women who were early married are Niger with 37.37% , Bangladesh with 32% and Chad with 29.25%.

Moreover, 76% of girls in Niger are married before their 18th birthday and 28% are married before the age of 15. Niger has the highest prevalence of child marriage in the world and the 13th highest absolute number of women married or in a union before the age of 18 globally – 745,000.

As a result, Awareness campaigns must be done to limit early marriage, and impose laws on marriage before 18.

In the time it has taken to read this article 39 girls under the age of 18 have been married

Each year, 12 million girls are married before the age of 18

That is 23 girls every minute

Nearly 1 every 2 seconds.

Mortality caused by unintentional poisoning in Africa

Mortality caused by unintentional poisoning in Africa

The mortality rate in Africa countries is very high compared to other countries worldwide. One cause of the mortality rate is the unintentional poisoning especially children. Because of the high poverty rate, low access to water, and high literacy rate, people are not much aware of the importance of hygenie and sanitation. This is causing a high mortality rate due to the unsafe water, sanitation and lack of hygiene. There is lot of unintentional poisoning cases in Africa compared to other countries in different continents. The problem is very serious and needs immediate response since its contribution to the overall mortality rate is high.

A response of the addressed problem is curing the poisoned case; however, the capacity in hospitals is low as the number of beds per 1000 persons is very low. Therefore, we are looking forward to solve the root problem and not only react to it. So, a good solution for the addressed problem is to increase awareness of how to avoid poisoning especially at home by the government, or related parties.

The awarness should takle these three aspects:

-How to clean food (vegetables, fruits) at home

-Filtering water with basic tools

-Right way of taking a medicine and storing it

-Right way to use chemicals or detergents and keep them away from children

More than 90% of poisoning cases are occurring at home. Therefore, starting to spread awareness of how to avoid getting poisoned at home might reduce the unintentional poisoning that is causing death. Thus, we are decreasing the mortality rate.

It’s true that we want to solve the problem from its base; however, we should also know how to provide good care and treatment for a poisoned case. This should be teached to people as first aid sessions to be eligible to approach a case and prevent the deterioration of his health or death.