If you’re searching for a new job, it’s worth looking in different industries — instead of doing more of the same elsewhere, or in the other direction, switching to a completely new occupation. Maybe your current industry is saturated, but a different industry might require your skills.
This searchable chart shows the industries that people work in, given a specific job.
I wasn’t paying much attention to the Chinese balloon that the U.S. shot down — until this graphic by JoElla Carman for NBC News floated by. The balloon was 200 feet tall, which makes the Thanksgiving parade Snoopy balloon look tiny and about equivalent to the wingspan of a Boeing 747.
NASA’s Center for Near Earth Object Studies tracks large objects, such as asteroids, that have passed Earth or are headed towards it. Reuters visualized the nearest objects in the database.
The graphic starts at Earth’s surface, and you get farther away as you scroll down. Speed is plotted on the horizontal, symbols are scaled by the object’s minimum diameter, and yellow indicates objects on the way.
Illustrations after the initial graphic do a good job of providing scale for if any of these objects hit us.
You know those funny or weird screenshots from Google Street View that enter your feed every now and then? Sometimes there’s an odd-looking building or a person in a puzzling situation. Neal Agarwal put those in one place so that you can randomly find find yourself in the Wonders of Street View.
That is a big chair.
For Bloomberg, Joe Mayes, Andre Tartar, and Demetrios Pogkas show shifts in public opinion in the UK, based on Bloomberg UK’s Levelling Up Scorecard. I’m into the gradients to show the opinion switches within groups.
The Doomsday Clock is a metaphorical clock that symbolizes a catastrophic end to the planet due to human self-destruction. Midnight represents an event and the time represents the “minutes” away from the event. The numbers are fuzzy, as you might imagine. In any case, Amanda Shendruk for Quartz used a connected scatterplot on a clock view to show how the “estimate” has changed since 1947.
George Santos, currently a U.S. representative, seems to lie about his background and qualifications. Someone will look into the details, show that they’re questionable, and the Santos story changes. For The Washington Post, Azi Paybarah, Luis Melgar and Tyler Remmel show this evolution through the lens of the Santos campaign’s about page.
Reddit user nerdydancing tracked her earnings on each shift for four years. If any dataset promised stories behind each data point, it is probably this one.
In a story about how scientists are using drones to fight plant extinction, Reuters Graphics uses a blend of video, illustration, and statistical graphics. I like the part in the middle where the mixed media seamlessly comes together.
Researchers at Google built a model that generates music based on brief text descriptions:
We introduce MusicLM, a model generating high-fidelity music from text descriptions such as “a calming violin melody backed by a distorted guitar riff”. MusicLM casts the process of conditional music generation as a hierarchical sequence-to-sequence modeling task, and it generates music at 24 kHz that remains consistent over several minutes. Our experiments show that MusicLM outperforms previous systems both in audio quality and adherence to the text description. Moreover, we demonstrate that MusicLM can be conditioned on both text and a melody in that it can transform whistled and hummed melodies according to the style described in a text caption. To support future research, we publicly release MusicCaps, a dataset composed of 5.5k music-text pairs, with rich text descriptions provided by human experts.
I’m not entirely sure I like where this road goes, but the results are impressive.
For The Washington Post, William Neff, Aaron Steckelberg, and Christian Davenport show the contrast between NASA and SpaceX using a scrolly tour through 3-D rocket models.
Here’s the good stuff for January.
Fabio Crameri, Grace Shephard, and Philip Heron in Nature discuss the drawbacks of using the rainbow color scheme to visualize data and more readable alternatives:
The accurate representation of data is essential in science communication. However, colour maps that visually distort data through uneven colour gradients or are unreadable to those with colour-vision deficiency remain prevalent in science. These include, but are not limited to, rainbow-like and red–green colour maps. Here, we present a simple guide for the scientific use of colour. We show how scientifically derived colour maps report true data variations, reduce complexity, and are accessible for people with colour-vision deficiencies. We highlight ways for the scientific community to identify and prevent the misuse of colour in science, and call for a proactive step away from colour misuse among the community, publishers, and the press.
Using the third dimension in visualization can be tricky because of rendering, perception, and presentation. Matthew Conlen, Jeffrey Heer, Hillary Mushkin, and Scott Davidoff provide a strong use case in their paper on what they call cinematic visualization:
The many genres of narrative visualization (e.g. data comics, data videos) each offer a unique set of affordances and constraints. To better understand a genre that we call cinematic visualizations—3D visualizations that make highly deliberate use of a camera to convey a narrative—we gathered 50 examples and analyzed their traditional cinematic aspects to identify the benefits and limitations of the form. While the cinematic visualization approach can violate traditional rules of visualization, we find that through careful control of the camera, cinematic visualizations enable immersion in data-driven, anthropocentric environments, and can naturally incorporate in- situ narrators, concrete scales, and visual analogies.
To animate packed circles, I usually use JavaScript, but I’ve been playing with the packcircles package in R. The package doesn’t have an animation option, but I was curious how to make things move.
This tutorial describes the process.
A shooting in Monterey Park, California on Lunar New Year’s eve left 11 people dead. It was the 33rd mass shooting in the United States — for the month. For The Washington Post, Júlia Ledur and Kate Rabinowitz show the regularity of such events over the past year.
A law was passed in 1990 that allowed Native American tribes to request remains unrightfully attained by museums and universities. Many of those remains have not been returned because of a loophole. For ProPublica, Ash Ngu and Andrea Suozzo mapped and cataloged who still has these remains.
One might think that where we find meaning in our lives, we also find happiness. This is the case a lot of the time, but meaning and happiness do not always go together. Sometimes we need to pursue meaning without the happiness.
In celebration of Chinese New Year, Julia Janicki, Daisy Chung, and Joyce Chou rotate through the traditional foods served with an illustrated Lazy Susan.
Visualize This: The FlowingData Guide to Design, Visualization, and Statistics
Available now.
