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

Shielding Lebanon’s Future: Nurturing a Healthy Tomorrow for the Next Generation

Shielding Lebanon’s Future: Nurturing a Healthy Tomorrow for the Next Generation

 

“As declared by the united nations Health and well-being are important at every stage of one’s life, starting from the beginning  from the very start.”

A pivotal measure that parents can undertake during the early stages of their children’s lives is to ensure they receive the necessary vaccinations. These vaccinations play a crucial role in preserving the health of the child and contribute collectively to the well-being of society.

A high vaccination rate in countries can lead to:

  • Decrease in individual’s Health Risks
  • Decrease in disease Spread and vulnerability to outbreaks
  • Reduce the strain on Healthcare Systems
  • Economic stability

 

Alarming Drop in Immunization Rates Among Lebanese Children:

 

In 2020, Lebanon witnessed a substantial decrease in the percentage of immunization against Diphtheria, Pertussis, and Tetanus (DPT), Hepatitis B (HepB3), and measles among children aged 12-23 months. After more than ten years of stability, the immunization rate dropped to 67% in 2021, marking its lowest point in recent history.

 

Standing Out in a Global Context of Decline:

 

While middle-income and low-income countries experienced a decrease in immunization percentages in 2019 and 2020, Lebanon stood out with the most significant decline. Comparatively, when pitted against low-income, middle-income, and high-income countries, Lebanon witnessed the highest decrease in the percentages of DPT, Measles, and HepB3 immunization during these pivotal years.

This raises crucial questions about the specific factors contributing to Lebanon’s distinct challenges in maintaining essential childhood vaccination rates.

Economic Struggles Impacting children Immunization:

 

In 2019, Lebanon experienced a significant economic crisis, resulting in widespread job losses, with the unemployment rate reaching 13% by 2020. The cost of everyday items surged, approximately 85%, creating substantial challenges for individuals to afford medical expenses and seek necessary healthcare. Accessing healthcare has now become a luxury for many citizens, including children, as parents prioritize essential goods over vaccinations for their kids.

 

In addition, the Lebanese government allocated similar resources in Lebanese Lira to its healthcare system in 2019 and 2020 as it did in 2018. However, the impact of inflation eroded the purchasing power, diminishing the effectiveness of the government’s support, especially given that healthcare costs are often priced in US dollars.

Shielding the Health of the Lebanese :

In the world public health, the ramifications of low vaccination rates against DPT , Measles and HepB3 are far-reaching and dire. The repercussions extend from the heightened risk of individual health issues to the vulnerability of entire communities facing outbreaks. These outbreaks not only strain healthcare systems but also impose a substantial economic burden, creating a global health threat. The gravity of these consequences becomes most evident in the specter of preventable deaths looming over communities.

Recognizing the gravity of these consequences, urgent action is essential. The government must increase its investment in vaccination programs, ensuring free and universal accessibility. It should collaborate with international entities such as World Health Organization and NGOs to get financial support.

These efforts will not only promote individual well-being but also strengthen the communal defense against potential outbreaks, paving the way for a healthier and safer future for all.

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.

Spice Route: A Potential Game-Changer in Global Economy and Geopolitics?

Spice Route: A Potential Game-Changer in Global Economy and Geopolitics?

In the middle of European crisis, a silent re-alignment of two emerging Asian giants is taking shape. This would force major changes in world politics and strategic scenarios.

For those who didn’t hear about it before, Spice route is actually the name of the historic road that was used to transport Indian spices and spices products to ME, Africa and Europe.

Similar to its rival, the Belt and Road Initiative (BRI) (aka Silk Road) led by China, the Spice Route (aka IMEC: India-Middle East-Europe Corridor) aims to establish an economic corridor connecting India to Europe via West Asia through a network of sea and rail links. One of the main objectives is to bring economic benefits, prosperity and growth to countries along this route. Aligned with the ambitious economic corridor goals announced at the G20 in September 2023, this initiative seeks to contribute to the UN’s Vision 2030 by achieving Sustainable Development Goal 16.

Contrary to expectations, the same objectives were announced for the Silk Road. However, upon closer examination of each country along this corridor, it becomes evident that, rather than achieving the goal of significantly reducing violence and related death rates (Target 16.1), the region has witnessed an escalation in conflicts. Conflict-related deaths per 100,000 populations (Indicator: 16.1.2) have notably risen over the past two decades. Ongoing and new violent conflicts globally pose a significant challenge to the achievement of SDG 16, with a quarter of humanity residing in conflict-affected areas.

 

Again, historically the data proves that instead of promoting sustainable development, there has been a concerning trend of increased military expenditures among the involved nations:

  • As showing in the historical data, China has increased its military expenditure the most after 2006, followed by Russia, India and Saudi Arabia
  • Saudi Arabia & Iran has the highest military expenditure as % of general government expenditures
  • Saudi Arabia & Iran, India and China has very high military expenditure as % of GDP in 2022

Having the impact of silk road in the back of our mind, do you think that the spice route will help the involved countries in achieving the desired sustainable development?

While aspiring for a peaceful corridor, the memory of the Beirut port blast remains fresh, prompting us to question the potential ramifications of the ambitious project announced during G20 summit. Additionally, the timing of events like the Armenia, Ukraine and lately Gaza wars raises concerns about the relation between economic initiatives and geopolitical tensions.

To meet SDG 16 by 2030, immediate action is imperative. The UN and its members, especially dominant regional and international players, must work collectively to restore trust, strengthen institutional capacities, and ensure justice for all. This collaborative effort is essential to facilitate transitions and drive sustainable development as announced at the G20 summit.

 

 

Read more about the topic:

https://www.investopedia.com/terms/s/silk-route.asp

https://www.agbi.com/articles/india-middle-east-europe-corridor-to-revive-spice-route/

https://www.mei.edu/publications/geopolitical-and-geoeconomic-challenges-chinas-silk-road-strategy-middle-east

Navigating Uncharted Waters: Lebanon’s Journey through Turmoil

Navigating Uncharted Waters: Lebanon’s Journey through Turmoil

In the period from 2019 to 2022, Lebanon faced an unprecedented confluence of crises that tested the resilience of its people and the stability of its economy. This tumultuous period unfolded against the backdrop of the global pandemic, the devastating explosion at the Beirut port, and an already fragile political and economic landscape.

In 2019, Lebanon was already grappling with economic challenges, a weakening currency, and public discontent. Little did the nation know that a series of events would unfold, further exacerbating its struggles.

The Economic Downturn: The year 2019 witnessed a decline in Lebanon’s GDP growth, driven by a combination of economic mismanagement, political instability, and a growing public debt. The situation worsened in 2020 as the global COVID-19 pandemic took hold. The pandemic not only strained healthcare systems but also disrupted global supply chains, affecting trade and exacerbating Lebanon’s economic woes.

The Impact of COVID-19: As COVID-19 spread globally, Lebanon, like many nations, implemented strict lockdowns to curb the virus’s spread. However, these measures had a significant economic toll, particularly on sectors such as tourism, hospitality, and services. Unemployment rates surged as businesses struggled to stay afloat in the face of lockdowns and reduced consumer spending.

The Beirut Port Explosion: August 4, 2020, marked a tragic turning point for Lebanon. The explosion at the Beirut port sent shockwaves through the country, causing widespread devastation and loss of life. Beyond the immediate human toll, the explosion dealt a severe blow to the economy. The port, a vital economic hub, was decimated, disrupting trade and further straining an already fragile economy.

The Unemployment Crisis: As the GDP contracted, the unemployment rates, meticulously depicted in our Tableau visualizations, soared. The economic downturn, compounded by the pandemic and the port explosion, left countless Lebanese citizens without jobs. The barchart vividly illustrates the gender-specific impact, showcasing the challenges faced by both males and females in this turbulent period.

Solutions

Yet, in adversity lies the opportunity for resilience and recovery. As we examine the line chart depicting GDP growth, a glimmer of hope emerges. The chart illustrates a gradual increase in GDP in 2021, signaling a potential comeback.

To foster this recovery and bolster Lebanon’s economy, a multi-faceted approach is essential. Some potential solutions include:

  1. Economic Reforms: Implement comprehensive economic reforms to address fiscal challenges, improve governance, and attract foreign investment.
  2. Infrastructure Investment: Focus on rebuilding and modernizing infrastructure, including the reconstruction of the Beirut port, to stimulate economic activity and enhance trade capabilities.
  3. Support for Small Businesses: Provide targeted support for small and medium-sized enterprises (SMEs) to encourage entrepreneurship, create jobs, and revitalize local economies.
  4. International Aid and Collaboration: Seek international aid and collaborate with the global community to access financial assistance, technical expertise, and humanitarian support.
  5. Healthcare Investment: Invest in the healthcare sector to strengthen the country’s resilience to health crises, fostering a healthier workforce and more robust economic conditions.

As Lebanon charts its course towards recovery, these solutions offer a roadmap for rebuilding and fostering sustainable development. The line chart becomes a symbol of resilience, capturing not only the challenges faced but also the potential for renewal and progress.

Resilience and Hope: Despite these challenges, the people of Lebanon exhibited remarkable resilience. Communities came together to support one another, and NGOs and international aid played a crucial role in providing relief. The visual representation of GDP decline and rising unemployment underscores the urgency of addressing the socioeconomic impacts of crises.

Lebanon’s journey through these challenging years serves as a testament to the strength of its people. While the road to recovery is long and arduous, the collective spirit and determination of the Lebanese offer a glimmer of hope for a brighter future.

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.