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

Educational Crisis in Lebanon: Bridging Gaps and Charting a Path to Inclusive Learning

Educational Crisis in Lebanon: Bridging Gaps and Charting a Path to Inclusive Learning

Lebanon’s public education sector has grappled with numerous challenges in recent years, such as a shortage of spots in public schools, strikes by primary and secondary teachers, and various other issues. As a previous student in the public sector, STRIKE! was the most common act I encountered from my teachers. A lot of strikes and movements were organized by teachers, asking for their rights, increased wages, etc.. This was a great disabler for an efficient learning journey, where stability, the most important aspect was absent. Such a state deprived students, in one way or another, of having access to free and inclusive educational institutions/schools. For that reason, a comprehensive study I conducted revealed that a significant number of students have turned to private schools as an alternative, highlighting a critical problem in achieving the Sustainable Development Goal (SDG) of providing quality and inclusive education for all students.

 

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To address the issue of the lack of educational opportunities in public schools, which should be guaranteed by the government, as the 4th goal of SDG states, an examination of Lebanon’s education expenditure as a percentage of GDP was undertaken, where reflects the amount of money the government spends on education, in addition to another factor, which is the percentage of government’s expenditures on education as a percentage of total expenditures, These 2 metrics are then considered particularly in comparison to France, given Lebanon’s adherence to the French Educational System. The analysis of these two metrics exposed a disparity, with Lebanon’s current education expenditure as a percentage of GDP having risen since 2019 due to the economic crisis, reaching 2% in 2022, compared to France’s 6%. Although Lebanon fares well in terms of the percentage of education expenditures compared to other sectors, with a steady increase since 2014, reaching nearly 8% in 2020 in contrast to France’s 10%, the gap in GDP percentage remains concerning.

 

In conclusion, addressing this issue requires recommending an augmented budget for Lebanon’s educational sector. Ideally, a tripling of the budget over the next decade is proposed. This increase could be implemented gradually, but decisive action must be taken to ensure progress towards the SDG of providing quality and inclusive education for all Lebanese students.

Power Paradigm: Charting Africa’s Journey to Sustainable Electrification

Power Paradigm: Charting Africa’s Journey to Sustainable Electrification

 

The transformative threshold of Africa. Getting Africa on-line is not all about pulling together the disparate elements, but that this approach can be truly inspirational for the innovative technologies which shun conventional ‘hard-wired’ powers and embrace sustainable energy delivery. Despite all that, flickering of the previous shadows in some dimmed-down villages is the sign of change. Nevertheless, the narrative goes beyond the question of access and moves even further into green energy as light for illuminating our environment which is being over polluted at an unheard pace. This transformation encapsulates a dual ambition: clean and green lighting to homes, schools and factories, big and small, in this continent’s crowded cities and small villages under clear day and night skies. During the course of our discourse on details and stories surrounding Africa’s energy map, we will analyze more than just statistical aspects of electric power availability between towns and villages and the recent movement towards renewables – from darkness to sustainable light, which portrays an illuminating future.

We can also check the disparity between urban and rural areas in Africa.

Our initiative seeks to illuminate the African continent by expanding access to electricity, with the firm commitment to SDG 13.2—integrating climate change measures into national policies, strategies, and planning. We aim to electrify the future of Africa through the adoption of renewable energy solutions, ensuring that every watt powering development is also protecting our planet. By fostering the use of clean, renewable energy sources, we are not only turning on the lights but also paving the way for a sustainable and resilient energy ecosystem across African communities.

Increasing electric power consumption (kWh per capita) in Africa does not inherently lead to a rise in CO2 emissions (metric tons per capita) when we strategically incorporate renewable energy sources. By integrating solar, wind, hydro, and geothermal power into the energy mix, Africa can satisfy its growing energy needs while mitigating carbon footprint. This sustainable approach aligns with the global ambition to combat climate change, embodying the spirit of SDG 13.2. It demonstrates that economic growth and environmental stewardship can coexist, powering development that honors our collective commitment to a greener future.

We can see from this graph that in the European Union, increasing electric power consumption per capita did not lead to an increase in CO2 emissions per capita. This is due to the fact that they have increased their reliance on renewables, shown in the following graph.

In conclusion, the imperative for Africa is not just to electrify but to do so sustainably. Green energy solutions offer a pathway to empower the continent with the electricity it needs, without compromising the health of our planet. The adoption of renewable energy technologies in Africa represents a convergence of developmental aspirations with ecological responsibility. By harnessing the abundant renewable resources available, from solar to wind to hydro, Africa can leapfrog traditional, carbon-intensive energy models, setting a global example of sustainable growth. This approach not only addresses immediate energy needs but also aligns with long-term climate goals, fulfilling our collective responsibility to future generations.

Healthcare of Children in Nigeria

Healthcare of Children in Nigeria

From the year 2000 to 2020, the health narrative of Nigeria’s children is evident through several vital indicators.

Our first indicator is life expectancy at birth. The numbers ranging between 47 to 52 years is significantly below the global average at 72.27 years. This not only reflects the health of newborns but also unveils the challenges within Nigeria’s healthcare system.

While infant mortality rates have declined from 109.6 to 72.3 per 1000 births, each data point signifies a story, a potential turning point for their healthcare policies.

A nation’s commitment is mirrored in its investment. The graph on health expenditure as a percentage of GDP is at an average of 3 to 5% across the years. However, for a cause as important as children’s well-being, this sliver of the budget is too small.

Immunization is a shield against preventable diseases. Positive trends in DPT and measles vaccination among infants aged 12 to 23 months emerge, yet the figures, standing at 56% for measles and 59% for DPT, flag an issue. Increasing immunization is a pivotal solution for decreasing infant mortality in Nigeria.

These graphs, urge us to strive for positive transformations. Each child deserves the chance to lead a healthy life. It starts with shifts in governmental expenditures and efforts from NGOs, ensuring free immunization for all children. Our journey towards a healthier country is rooted in understanding these trends and collectively working toward a future that every child deserves. Let’s turn these graphs into blueprints for a healthier tomorrow.

 

Addressing Intentional Homicides in Jamaica: A Strategy Rooted in Health and Education

Addressing Intentional Homicides in Jamaica: A Strategy Rooted in Health and Education

 

by Charbel Hanna Daou (MSBA 24)

 

In the heart of the Caribbean, Jamaica faces a startling reality: its soaring intentional homicide rate is not just a statistic, but a looming shadow over the nation’s future. This crisis goes beyond mere numbers, threatening the very fabric of Jamaican society and shaking the pillars of stability and safety that its citizens rely on. It’s a call to action, demanding not just attention, but a deep dive into the root causes and a strategic battle plan to turn the tide against this wave of violence. The urgency to address and mitigate this issue couldn’t be more pressing, as the fate of Jamaica’s well-being hangs in the balance.

 

 

Delving into the Crisis

 

The alarming rise in Jamaica’s homicide rates over the past two decades is a cause for serious concern. The data shows an increase to 52.1 homicides per 100,000 people by 2021, a figure that not only stands out in the Caribbean region but also ranks highest on a global scale. This disturbing trend is indicative of deeper societal and systemic issues that need to be addressed with urgency and precision.

 

 

Strategic Approaches Aligned with SDGs

 

In response to this escalating crisis, two potential strategic solutions, in alignment with the United Nations Sustainable Development Goals (SDGs), present themselves as viable pathways to combat the high homicide rates:

  1. Increasing Government Health Expenditure (Aligned with SDG 3): This strategy focuses on the crucial role of health in society. By boosting government spending on health care, particularly in areas like mental health services and addiction treatment, Jamaica could tackle some of the underlying factors contributing to the high rate of homicides. The premise here is that better access to health services, including mental health care, can play a significant role in preventing violence and crime.
  2. Extending the Duration of Compulsory Education (Aligned with SDG 4): Education is a powerful tool for social change. By increasing the years of compulsory education, Jamaica could address several root causes of crime, including poverty and inequality. Education not only equips individuals with knowledge and skills but also opens up opportunities, promoting social mobility and reducing the likelihood of individuals engaging in criminal activities.

 

 

Learning from Global Experiences

 

The experiences of the Russian Federation and Colombia provide valuable lessons. Both countries have demonstrated a correlation between enhanced health expenditures, extended compulsory education, and a decrease in intentional homicides. In contrast, Jamaica’s relatively stagnant approach in these areas might be contributing to its high homicide rates. This comparison suggests that adopting similar strategies could yield positive results in Jamaica.

 

 

Government of Jamaica, Here’s What You Should Do

 

Given the evidence and the success of similar strategies in other countries, the following recommendations are proposed for Jamaica:

  1. Increase Health Expenditure: A substantial increase in health expenditure per capita, specifically by a minimum of $100, could significantly improve the quality and accessibility of health services. This step would not only address immediate health concerns but also contribute to the long-term goal of reducing violence and crime.
  2. Reform Education Policies: Strengthening and reforming education policies to extend the duration of compulsory education to at least 12 years is crucial. This change would have far-reaching effects, not only in educating the populace but also in providing them with better opportunities and reducing the likelihood of them resorting to crime.

 

 

In the face of its daunting homicide rates, Jamaica stands at a crucial crossroads. The journey ahead is challenging, but it’s also filled with opportunity. By adopting innovative strategies like increasing health expenditure and extending compulsory education, Jamaica isn’t just fighting crime; it’s reinventing its future. This bold move towards enhancing healthcare and education could be the key to unlocking a new era of peace and stability. Imagine a Jamaica where every citizen is empowered by knowledge and supported by a robust healthcare system. That’s the vision—a safer, stronger Jamaica, thriving in harmony and moving confidently towards a brighter tomorrow.

Navigating the Workforce: Charting Female Employment Landscapes in Saudi Arabia and Iceland

Navigating the Workforce: Charting Female Employment Landscapes in Saudi Arabia and Iceland

Employment in Iceland and Saudi Arabia can be understood through various factors, including the labour market, workforce participation, employment sectors, and government policies.

An increase in 2020 and 2021 in Saudi. This may be due to several factors. Historically, the majority of the labour force in Saudi Arabia has been made up of expatriate workers. The government has introduced policies to reduce this dependency and create job opportunities for Saudi citizens.

An increase in female employment rate from 2018 till 2021 in Saudi while Iceland maintains a steady rate .This may be due to recent reforms such as:

  • allowing women to drive
  • expanding their employment opportunities,
  • The government target to increase women’s participation in the workforce,
  • various sectors are gradually opening up to women.

While Iceland is known for promoting gender equality in the labour force, this steady rate is a result of various policies and initiatives aimed at promoting gender equality in the workplace.

Saudi Arabia’s Effort towards gender equality are well noticed over the last few years, and Iceland is a known for its gender equality in the labour force. but will it be reflected in these countries when navigating wages by gender???

Analyzing The Shift in CO2 Emission : USA vs. China (1990-2020)

Analyzing The Shift in CO2 Emission : USA vs. China (1990-2020)

In the unfolding narrative of global environmental challenges, the tale of the United States and China emerges as a compelling story of shifting roles and responsibilities in the battle against climate change.

The visual representation of CO2 emissions between the United States and China from 1990 to 2020 on a line chart underscores a critical environmental challenge. The problem lies in the discernible shift of emission supremacy between the two nations, with the USA leading until 2005, at which point China surpassed it. This transition is indicative of a broader issue: the need for a collective, global response to address escalating carbon emissions. The evidence is clear—the historical dominance of the United States in emissions, followed by China’s ascent—underscores the urgency of finding a sustainable solution. The potential remedy to this issue requires a multifaceted approach. Firstly, international collaboration is paramount, necessitating joint efforts in clean energy initiatives, sharing technological advancements, and leveraging collective resources. Secondly, a focus on renewable energy sources, coupled with substantial investments in carbon capture technologies, is crucial. Additionally, stringent emissions regulations and their effective enforcement should be implemented, with governments playing a pivotal role in setting and monitoring emission reduction targets. A comprehensive solution also involves public and private sectors prioritizing sustainability, embracing energy-efficient practices, and fostering innovation. In conclusion, the story depicted by the line chart serves as a clarion call for immediate and concerted action. Recommendations include fostering global collaboration, prioritizing renewable energy, implementing robust regulations, and cultivating a collective commitment to a sustainable future—a future where the line chart reflects a downward trend in CO2 emissions for both the United States and China.