Journalist dying on the job in different countries is a tragedy recently marked by Shireen. I wanted to highlight every life lost on the job and by country, giving a voice to those who have always...

A Marshall Project analysis of New York Division of Criminal Justice Services data from 2014 through June of this year shows that while the numbers of turnstile arrests have decreased...

In just two decades of the new century, Russia did come so far. And so did it’s people’s lifestyle and social structure which changed along with rising economic well being. This long read is an...

Dimensionality reduction is a powerful technique used by data scientists to look for hidden structure, producing visualizations that reveal patterns and clusters in data. Even though the data is...

I took the gps positions of vehicles from a small route here in Toronto and graphed them as dots progressing around a circle instead of dots on a map. Then I change the radius of the circle to...

Technology and our increasing demand for security have put us all under surveillance. Is privacy becoming just a memory?

I produced a series of posters illustrating the narratives of well-recognised fairytales: “The Three Little Pigs”, “Cinderella” and “Goldilocks and The Three Bears.” I have visualised these...

threeP is a process that aims to make the corporate identity of an organisation easily understood, despite its complexity, starting from data.

This visualization shows the ten cities which registered the greatest changes for the yearly maximum value of land surface temperature (LST) in 2018, compared to 2022. LST is how hot the “surface”...

Understand Formula 1 better through data. Review all Grand Prix, Drivers, Circuits and Teams from 1950 to now.

Data visualization project for Al Majalla magazine. This project features two full-page visualizations for the article The Scramble for Africa, published in November 2023. Designed for both English...

Through this visualization, we present a distinct perspective on the evolving landscape of space launches across different eras. The visualizations illustrate countries' advancements in launching...

In 2021, I worked with a friend who wanted to give a special gift to her boyfriend. She asked me for an infographic and, instead of ‘making it’ for her, I made her a template so she could make her...

What the online encyclopedia has gained in responsiveness, completeness, and user engagement, it has lost in terms of the quality of its editorial design, typography, and illustrations. This...

This visualisation shows the lighthouses of the Arctic Circle. The visualisation is created using the free and open-source R statistical computing language, which makes it accessible and...

Listen to Wikipedia is a visualization and sonification of Wikipedia's live recent changes data. The sounds indicate addition to (bells) or subtraction from (strings) a Wikipedia articles, and the...

This project aimed to explore and visualize the 2021 Kaggle Machine Learning & Data Science Survey. We decided to focus on how Automated Machine Learning is linked to the growing presence in...

Every day, New York City’s 5.5 million commuters seed the city subways with bacteria from the food they eat, the pets or plants they keep, and their shoes, sneezes and unwashed hands. No two subway...

Meet the Millennials: one of the largest generations in history is about to move into its prime spending years. Millennials are poised to reshape the economy; their unique experiences will...

Climate change threatens the health of Canadians, and if we don't act quickly and address the root causes that put some people at increased risk, it could get worse over time. In 2021, the Canadian...

The project visualizes scores of press freedom over years. 'Freedom of the Press', an annual report on media independence around the world, assesses the degree of print, broadcast, and digital...

Explore a landscape of the covers of over 5,000 books that appeared in the New York Times's "Best Selling" and "Also Selling" books lists. The covers are grouped using machine learning, allowing...

The obesity epidemic plaguing much of the developed (and developing) world has long been blamed on excess fat consumption, but recently sugar has emerged as the more likely culprit. This piece...

Here’s a look at every single song that has reached the Hot 100, stretching back to 1958. Each tiny rectangle denotes a different song. The larger the rectangle, the longer the song stayed on the...

This interactive dashboard encourages users to focus on one area – a country, region, or income level – and see how it compares to its counterparts across a wide range of metrics. It provides...

In recent years, the definition of Extreme Weather Events has become a recurring theme in our daily news. Severe phenomena such as tornadoes, floods, droughts, heatwaves, and wildfires are becoming...

Using census data we created a voronoi tessellation of majority race data and then mapped it at the national and local level. Maps reveal macro- and micro-views of how people live in the United...

The goal of this project is to align the viewer’s choice of products and actions with their personal goals. There's so much unknown around ingredients used in our products, and this infographic is...

In the age of fast fashion and ever-evolving trends, many of us find ourselves standing in front of our overflowing closets, filled with an abundance of clothing, and yet, we often can't shake the...

Together with the cultural city lab RAUM, we curated an event that engages people with data on different mediums. We devised a concept of ‘circus show’ which created a deeper understanding of the...