I developed this dashboard to allow users to explore and compare key social, economic, environmental, and institutional indicators for different countries. Users can select one or more countries and retrieve the most recent data on these indicators fr...

As part of my studies at MIT Emerging Talent, I participated in a Collaborative Data Science Project where our team undertook a crucial study focused on analyzing the profound impact of attacks on healthcare facilities. Our project delves into the hum...

Visualization is fundamental in gaining insights and understanding the data, yet selecting an appropriate visualization method can often pose a challenge. In this blog post, I explore combining a histogram (showing the frequency of values of the conti...

I developed this dashboard to visualize the economy & growth related indicators from the World Bank (WB). It is very simple to use. You select an indicator and it depicts the most recent values of the selected indicator in a map (the first tab of ...

Introduction Building the Linear Regression Model Model Assessment Coefficients Model Accuracy Assumptions Making Predictions Introduction In previous posts, I discussed visualizing the relationship between two quantitative variables through a scatter plot and quantifying the strength of the relationship through different types of correlation. A scatter plot uses dots to represent ...

When to use scatterplot? Scatterplot using the base R functions Scatterplot using ggplot2 package When to use scatterplot? When dealing with numerical data, the most common way to graphically explore the patterns and relationships between...