Wajdi

@wajdi.bsky.social

Statistician.. Data "Scientist" & Lecturer in #DataViz in France. Here to talk and share #datascience #DataViz #Python #math, #statistics and tech related stuff. www.WajdiBenSaad.com

🔹A chart should represent data honestly without misleading the reader. 🔹The Integrity principle covers : - truthful scales, - baselines, - uncertainty, - outliers, - proportional areas, - data selection, - granularity, - and neutral framing. 🟣 Nine rules from GoldenViz. goldenviz.org

Bild

🔹 A chart should be readable without unnecessary effort. 🔹 The Readability principle addresses: - typography, - accessible colors, clutter, scales, formatting, chart choice, direct labels, and visual hierarchy. 🟣 Ten rules from the GoldenViz framework. goldenviz.org

Bild

🔹 A chart should give readers everything they need to interpret it 🔹 The Completeness principle covers: -clear titles, - labelled axes, - missing data, - legends, - sources, - context, - and useful annotations. 🟣 Six rules from the 25 Golden Rules of Data Visualization goldenviz.org

Bild

here is this week’s #TidyTuesday visualization! 🐧 I explored how ten anatomical measurements vary across six penguin genera, combining individual specimens with medians and interquartile ranges. I gave it a light Antarctic field-atlas look as much as i could 😅 #dataViz #rstats

Bild

🎮 also made an interactive version of the chart Hovering over each pixel reveals the film, release date, scores, director and game publisher, while the level cards filter the films by decade.. Here’s a quick preview of how it works. 🎮 #TidyTuesday #RStats #DataViz

Wajdi@wajdi.bsky.social · 3w ago

Still trying to catch-up! I finally finished my #TidyTuesday #Rstats #DataViz on "Films based on video games" 🎮📊 So for this one, I wanted to see whether these adaptations have actually improved over time. the median Rotten Tomatoes score rose from 17 in the 1990s to 51 in the 2020s

Still trying to catch-up! I finally finished my #TidyTuesday #Rstats #DataViz on "Films based on video games" 🎮📊 So for this one, I wanted to see whether these adaptations have actually improved over time. the median Rotten Tomatoes score rose from 17 in the 1990s to 51 in the 2020s

Bild

and here’s how the visualization came together, from a regular heatmap to the final UFC-inspired design... I gradually added the octagons, red palette, dark background, cage texture, typography, logo, and finishing details... #TidyTuesday #RStats #DataViz

Wajdi@wajdi.bsky.social · 4w ago

I finally managed to finish this week’s #TidyTuesday visualization! the topic is something I’m familiar with, but it still took me a few hours and many iterations to make the chart look decent. Here it is: "INSIDE THE FINAL ROUND" : how UFC fights end across five rounds #RStats #DataViz

I finally managed to finish this week’s #TidyTuesday visualization! the topic is something I’m familiar with, but it still took me a few hours and many iterations to make the chart look decent. Here it is: "INSIDE THE FINAL ROUND" : how UFC fights end across five rounds #RStats #DataViz

Bild

At Compute! we celebrate people who produce code that is accessible to all and maintain the software hundreds of us rely on every day. They do work most users never see, and the result is infrastructure anyone can build on, inspect, and improve.

and here’s how it came to life. This one took me longer than most plots, but I wanted the final map to feel thematic and to honor the legacy, languages, and heritage of the African continent... #TidyTuesday #DataViz #RStats #ggplot2 #Maps

Wajdi@wajdi.bsky.social · 4w ago

Catching up on a January #TidyTuesday dataset: The Languages of Africa. I turned the continent into a hex-tessellated map, with each country split by language-family composition, sand texture & scattered letters background & borders to echo the theme visually #DataViz #RStats #ggplot2 #Maps