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

Pakistan’s Recent Inflation Issue

Pakistan’s Recent Inflation Issue

Pakistan finds itself among the growing list of nations grappling with an alarming surge in inflation rates, and this phenomenon is a complex interplay of multiple factors. The bar chart compellingly illustrates this rising trend. It underscores a disconcerting truth: from the year 2021 to 2022, Pakistan witnessed a staggering 10% increase in its annual inflation rate. This alarming leap in inflationary pressures carries profound implications for the country’s economic stability and the daily lives of its citizens, necessitating a thorough examination of the root causes.
First, by looking at the first line chart, we can see that Pakistan’s energy usage is annually increasing. The country uses this energy for power generation, industrial processes, transportation, and residential purposes. However, the core issue is that Pakistan heavily relies on imported energy resources, particularly oil and gas, to meet its energy needs which can be proved by the line chart showing the increasing percentage of energy imported from total energy consumed. This dependence has persisted for many years and is expected to continue for the next 10-15 years. This means that Pakistan needs to purchase a significant portion of its energy from the global market, which makes it susceptible to fluctuations in international energy prices. These price fluctuations have been on the rise in recent years, and they can have a direct impact on Pakistan’s overall inflation rate. As energy prices go up, so does the cost of living for the people in Pakistan, leading to an increase in inflation.
The last line chart is extremely important because it serves as an evidence to the fact that Pakistan’s reliance on renewable energy is decreasing over the years. The percentage of renewable energy used is less than 50% of the total energy consumption in Pakistan which means that they rely more on non-renewable energy. This can expose the nation to global energy price fluctuations and be a huge contributor to the increasing inflation rate in Pakistan.
To stabilize the economy and mitigate the impact of volatile global energy markets, the government should focus on two key strategies. First, Pakistan needs to expand its domestic energy production and reserves. Second, it should invest in renewable energy sources. By doing so, Pakistan can reduce its dependence on energy imports and diversify its energy supply. This approach will help the country move away from costly imported energy resources and transition towards more sustainable and cost-efficient energy solutions.
The is most closely related to Sustainable Development Goal (SDG) 7: Affordable and Clean Energy. This SDG aims to ensure access to affordable, reliable, sustainable, and modern energy for all while promoting energy efficiency and sustainability. The issues of energy dependence and rising global energy prices impact not only economic well-being but also environmental sustainability, aligning with the goals of SDG 7.
Lebanon Reimagined: Boosting the Economy through Tourism Triumphs

Lebanon Reimagined: Boosting the Economy through Tourism Triumphs

As part of the United Nations Sustainable Development Goals (SDG’s). Goal 8 is focused on “Promoting sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all”. In the city of Beirut, a group of us within the Lebanese ministry of tourism were teamed up with a group of people from the UN development program, and we were tasked to focus on SDG Goal 8.

We were thinking about a pressing challenge in the situation we are in now: if Lebanon is perceived as a tourist destination. Potential tourists/visitors to Lebanon always have something stopping them from visiting Lebanon, especially those who do not know much about it and have not visited it before.

These perceptions were highly influenced by the way the media portrays Lebanon with all its economic and political instabilities. We questioned what we could do to change this narrative, and how could we shift people’s perceptions of what Lebanon is to influence them to travel to this country full of rich culture and breathtaking landscapes.

The graph above shows the change in Lebanon’s GDP over the years, indicating a sudden fall after 2019. In the economic situation which we are currently in, Lebanon needs something to help revitalize this situation and help it grow again. For that reason, we launched a program to revitalize the Lebanese economy through tourism enhancement.

We analyzed several sources of data and came up with the visualization under. The visualization indicates there is a direct correlation between Lebanon’s GDP and tourism receipts. Up till 2018 and 2019 (shaded 1), we see Lebanon’s GDP and tourism receipts both at their highest points. After those years, we see a sudden drop in 2020 in both indicators (shaded 2).

For this reason, we did the following:

We invited travel bloggers, and social media influencers from around the world and we specifically targeted those with a large amount of following and influence. The goal of this was not to bring them so that they could showcase Lebanon to their following base. The goal behind this was to immerse them in the Lebanese culture and the activities and experiences they will cherish from being in Lebanon. That way, what they share with their audience is authentic, and true to the emotions they felt.

We also targeted other areas of improvement which were important for the success of the project. Those are regarding: infrastructure, marketing, and local community involvement. We coordinated with municipalities, as well as local businesses to ensure that all our key points are addressed to enhance the tourist experience in our country. We think that our concentrated efforts to enhance the tourism experience and actively include local communities are what will be responsible for revitalizing the Lebanese economy in the right direction again. In addition to stimulating the travel and tourism industry, our project will potentially have a positive knock-on effect on the whole economy, generating jobs and encouraging sustainable growth.

From Playgrounds to Parenthood

From Playgrounds to Parenthood

A group of us here at the UN development program are tasked with dealing with important issue of underage pregnancy in third world countries. Teenage pregnancies (14-15 years) have been drastically increasing across many underdeveloped countries. It seems teenagers in these countries hold the view that a successful future is one in which you have multiple children, forming a big family as early on in life as you can.  This leads to the unwanted issue that comes along early age pregnancy. Rising cases of sexual transmitted diseases and impoverished children who cannot be supported by a mother who is in turn being supported by a parent. So we thought what about implementing mandatory education programs across schools in third world countries? Can we influence their relationship decisions? We looked into the correlation of education programs and teenage pregnancy levels in other areas access the world. Level of education was compared to the number of pregnancies in girls aged 14 to 15 years. Interestingly enough we saw that teenage pregnancy rates are far lower in those countries with high education levels. Our goal was to then implement these education programs across developing countries that struggled most with underage pregnancy. We feel that this mandatory inclusion of sex education into all curriculums would be best suited to tackle the issue of rising teenage pregnancy.

 

Equality For Tomorrow

Equality For Tomorrow

Team: Jana Chazbeck, Olguinia El Ferzli, Josephine Kaadou, Haydar Hamdan and Rawane Ibrahim.


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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.