Looking for generational gaps in music

Inspired by the genre of YouTube videos where younger people listen to older music, The Pudding is running a project to find the generational music gaps. Enter your age, songs play, and you say if … | Continue reading


@flowingdata.com | 4 years ago

Neural network generates convincing songs by famous singers

Jukebox from OpenAI is a generative model that makes music in the same styles as many artists you’ll probably recognize: To train this model, we crawled the web to curate a new dataset of 1.2… | Continue reading


@flowingdata.com | 4 years ago

✚ Visualization Tools, Datasets, and Resources – April 2020 Roundup

Hi, Nathan here. This is The Process, the weekly newsletter for FlowingData where I talk about how the charts get made. I hope you’re well. My looping soundtrack has apparently converged to B… | Continue reading


@flowingdata.com | 4 years ago

Who Funds the World Health Organization

A couple of weeks ago — or maybe it was a couple of years ago, I’m not sure — the administration announced it would withdraw funding from the World Health Organization. Here’s wha… | Continue reading


@flowingdata.com | 4 years ago

Text-to-speech models trained on celebrity voices

The Vocal Synthesis channel on YouTube trains text-to-speech models using publicly available celebrity voices. Then using this new computer-generated voice, the celebrities “recite” var… | Continue reading


@flowingdata.com | 4 years ago

Pretend mall to show at-risk brands

Many brands that were at-risk before the pandemic or ran with low profit margins might not make it through this thing. The Washington Post used a faux mall map to show the levels of risk: Companies… | Continue reading


@flowingdata.com | 4 years ago

Text from press briefings categorized

The New York Times went through the words using during press briefings, pulling out five main categories and highlighting one in particular: Viewed simply as a pattern of Mr. Trump’s speech, the se… | Continue reading


@flowingdata.com | 4 years ago

Excess deaths

We cannot know the true number of coronavirus-related deaths. Maybe it’s because of a lack of tests. Maybe cause of death is ambiguous because of pre-existing conditions. So, for a different … | Continue reading


@flowingdata.com | 4 years ago

Search trends during the pandemic

As you would imagine, what we search for online shifted over the past few months. The unknowns push information gathering. Schema Design, in collaboration with the Google News Initiative and Axios,… | Continue reading


@flowingdata.com | 4 years ago

Visualization helping us during the pandemic

Hayleigh Moore for the College of Information Studies at the University of Maryland on visualization and the pandemic: With new updates developing by the hour amidst the evolving COVID-19 pandemic,… | Continue reading


@flowingdata.com | 4 years ago

Testing the infinite monkey theorem

If you have a room of monkeys hitting keys on typewriters for an infinite amount of time, do you eventually end up with a Shakespeare play? For The Pudding, Russell Goldenberg and Amber Thomas put … | Continue reading


@flowingdata.com | 4 years ago

✚ Charting for Others (The Process 086)

There’s a new tool-agnostic course now available for members. Check it out now. | Continue reading


@flowingdata.com | 4 years ago

How We Reopen

Vi Hart, along with a group of experts from different political backgrounds and fields, proposes a plan for how we reopen: | Continue reading


@flowingdata.com | 4 years ago

People of the Pandemic, a game that simulates social distancing in your ZIP Code

People of the Pandemic is a game that lets you choose how many times you leave the house to get food or go for a walk. Using data for population and hospital beds in your ZIP code, the game then si… | Continue reading


@flowingdata.com | 4 years ago

Missing deaths

The daily counts for coronavirus deaths rely on reporting, testing, and available estimates, which means the numbers we see are probably lower than the real counts. So, for The New York Times, Jin … | Continue reading


@flowingdata.com | 4 years ago

Change in Google searches since the virus

The coronavirus changed what information we search for. Has anyone been more interested in making masks or hand sanitizer in the history of the world? For The Washington Post, Alyssa Fowers compare… | Continue reading


@flowingdata.com | 4 years ago

Game of Distraction

They say a watched pot never boils. So here’s a game where you try to make the pot boiling by looking somewhere else. | Continue reading


@flowingdata.com | 4 years ago

Sheltering in small places

For many, sheltering in place means sheltering in relatively small places. Reuters zoomed in on the tight quarters in Tokyo, Japan. Not much room for movement. | Continue reading


@flowingdata.com | 4 years ago

✚ Wide View (The Process 085)

The data might exist on a single page or in a single file, but there’s always more to it. Take a step outside for a better view. | Continue reading


@flowingdata.com | 4 years ago

Historical data visualization panel

Manuel Lima hosted a free online panel with Michale Friendly and Sandra Rendgen historical data visualization. It already happened, but you can listen to the archived version: Human beings have bee… | Continue reading


@flowingdata.com | 4 years ago

✚ How to Visualize Anomalies in Time Series Data in R, with ggplot

Quickly see what’s below and above average through the noise and seasonal trends. | Continue reading


@flowingdata.com | 4 years ago

BTS dance formations

BTS, the South Korean boy band, is apparently really good at dancing. Ketchup Duck breaks down a routine into individual formations to show the precision: There are a lot of impressive things about… | Continue reading


@flowingdata.com | 4 years ago

Curves for the 1918 flu pandemic

For National Geographic, Nina Strochlic and Riley D. Champine look back at the 1918 pandemic for clues about the future: The 1918 flu, also known as the Spanish Flu, lasted until 1920 and is consid… | Continue reading


@flowingdata.com | 4 years ago

Simulation of droplets while social distancing

Using 3-D simulation data from the Kyoto Institute of Technology, The New York Times shows how droplets from a sneeze or a cough can spread in a space. In a nutshell, six feet is the recommendation… | Continue reading


@flowingdata.com | 4 years ago

Social distancing demonstrated with balls and mousetraps

The Ohio Department of Health released this video to show the advantages of social distancing: That’s a lot of balls and mousetraps to setup. | Continue reading


@flowingdata.com | 4 years ago

Change in consumer spending since the virus

Consumer spending has shifted dramatically since most people have to stay at home. For The New York Times, Lauren Leatherby and David Gelles show by how much: All of the charts in this article are … | Continue reading


@flowingdata.com | 4 years ago

Stay-at-home orders seen through decreased seismic activity

The pandemic has affected all parts of life, which can be seen from many points of view. For National Geographic, Taylor Maggiacomo and Maya Wei-Haas on the decrease in average ground displacement:… | Continue reading


@flowingdata.com | 4 years ago

Flow of prison population

In a collaboration between The Marshall Project and The Upshot, Anna Flagg and Joseph Neff look at the flow in and out of jails and what that means during these times of social distancing: Preventi… | Continue reading


@flowingdata.com | 4 years ago

How to sew a mask, with a template

The Washington Post provides clear instructions on how to sew your own mask. Download and print the template, attach elastic straps, and sew. | Continue reading


@flowingdata.com | 4 years ago

✚ Visualization Books in My Queue (The Process 084)

I have a lot of books stacked on my desk. It’s kind of embarrassing. Now seems like a good as time as any to read them. | Continue reading


@flowingdata.com | 4 years ago

Slowing down the rate of deaths, aka breaking the wave

For Reuters, Jon McClure looks at the death counts for each country from a different angle. “Each line measures how much the number of fatalities grew in seven days.” The goal is to … | Continue reading


@flowingdata.com | 4 years ago

A Repetitive Hate for Statistics

When I tell people that I’m a graduate student in Statistics, there are two responses that I get more than any others. The most popular of the two usually goes something like this. Oh man, I … | Continue reading


@flowingdata.com | 4 years ago

DIY masks, balancing filtration and breathability

The CDC now recommends that you wear a cloth face mask if you leave the house. For The Washington Post, Bonnie Berkowitz and Aaron Steckelberg answer some questions you might have about making your… | Continue reading


@flowingdata.com | 4 years ago

Change in internet usage since the virus

Your schedule changed. The time spent in front of or using a screen probably shifted. Using data from SimilarWeb and Apptopia, Ella Koeze and Nathaniel Popper for The New York Times look at how the… | Continue reading


@flowingdata.com | 4 years ago

Animated map for total coronavirus deaths over time

For The New York Times, Lazaro Gamio and Karen Yourish use an animated map to show known total coronavirus deaths over time. The height of each triangle represents the count for a Core-Based Statis… | Continue reading


@flowingdata.com | 4 years ago

Not making Covid-19 charts

Will Chase, who specialized in visualization for epidemiological studies in grad school, outlined why he won’t make charts showing Covid-19 data: So why haven’t I joined the throng of f… | Continue reading


@flowingdata.com | 4 years ago

Different cough coverings, varying air spread

From researchers at Bauhaus-University Weimar, this video shows how various methods of covering a cough change the spread of air from your mouth. | Continue reading


@flowingdata.com | 4 years ago

Social distancing isn’t available for everyone

For Reuters, Chris Canipe looks at social distancing from the perspective of household income: Anonymized smartphone data in the United States shows some interesting trends. People in larger cities… | Continue reading


@flowingdata.com | 4 years ago

✚ Useful Distractions for Chartmakers – The Process 083

Here are some useful distractions for you as you stay-at-home and wait for an unknown amount of time. | Continue reading


@flowingdata.com | 4 years ago

County stay-at-home orders and change in distance traveled

Based on cellphone data from Cuebiq, The New York Times looked at how different parts of the country reduced their travel between the end of February and the end of March. Some counties really stay… | Continue reading


@flowingdata.com | 4 years ago

Maps of grounded flights after Covid-19

As you would expect, not many people are flying these days. The Washington Post mapped the halts around the world: On Tuesday, the TSA screened just over 146,000 passengers at U.S. airports, a 94 p… | Continue reading


@flowingdata.com | 4 years ago

Challenges of making a reliable Covid-19 model

Fatalities from Covid-19 range from the hundreds of thousands to the millions. Nobody knows for sure. These predictions are based on statistical models, which are based on data, which aren’t … | Continue reading


@flowingdata.com | 4 years ago

Evolution of Census questions

On the surface, the decennial census seems straightforward. Count everyone in the country and you’re done. But the way we’ve done that has changed over the decades. The Pudding and Alec… | Continue reading


@flowingdata.com | 4 years ago

Simulating an epidemic

3Blue1Brown goes into more of the math of SIR models — which drive many of the simulations you’ve seen so far — that assume people are susceptible, infectious, or recovered. | Continue reading


@flowingdata.com | 4 years ago

Toilet Paper Calculator

Maybe you’re starting to run low. Here’s how much you’ll need when you go to restock. | Continue reading


@flowingdata.com | 4 years ago

Coronavirus data at the state and county level, from The New York Times

Comprehensive national data on Covid-19 has been hard to come by through government agencies. The New York Times released their own dataset and will be updating regularly: The tracking effort grew … | Continue reading


@flowingdata.com | 4 years ago

Now pull

A comic by Marcos Balfagón attaches action to the curve. | Continue reading


@flowingdata.com | 4 years ago

✚ Visualization Tools and Resources, March 2020 Roundup – The Process 082

Every month I collect useful visualization tools and resources to help you work better or more efficiently. Here’s the good stuff for March. | Continue reading


@flowingdata.com | 4 years ago